# Detecting entity from a intent not describing it **URL:** \ **Category:** Rasa Open Source\ **Created:** [August 24, 2020, 8:39am UTC](https://forum.rasa.com/t/detecting-entity-from-a-intent-not-describing-it/32915 "2020-08-24T08:39:34Z")\ **Posts on this page:** 4\ **Page:** 1
**Author:** ![aniruddha96](https://avatars.discourse-cdn.com/v4/letter/a/ecccb3/32.png) [@aniruddha96](https://forum.rasa.com/u/aniruddha96)\ **Post date:** [August 24, 2020, 8:39am UTC](https://forum.rasa.com/t/detecting-entity-from-a-intent-not-describing-it/32915/1 "2020-08-24T08:39:34Z")
Domain slots: VALUE\_MIN: type : float VALUE\_MAX: type : float nlu ## intent: start - start - go ## intent: value\_min - min value is 0-9 - minimum value is 0-9 ## intent: value\_max - max value is 0-9 - maximum value is 0-9 stories ## flow\_1 - start - utter\_ask\_VALUE\_MIN - value\_min{“VALUE\_MIN”:“120”} - slot{“VALUE\_MIN”:“120”} - utter\_ask\_VALUE\_MAX - value\_max{“VALUE\_MAX”:“2000”} - slot{“VALUE\_MAX”:“2000”} Your input -\> go 2020-08-24 13:53:51 DEBUG rasa.core.tracker\_store - Recreating tracker for id ‘8ed2a94d33a24c959c42a04acd54cc5c’ 2020-08-24 13:53:51 DEBUG rasa.nlu.classifiers.diet\_classifier - There is no trained model for ‘ResponseSelector’: The component is either not trained or didn’t receive enough training data. 2020-08-24 13:53:51 DEBUG rasa.nlu.selectors.response\_selector - Adding following selector key to message property: default 2020-08-24 13:53:51 DEBUG rasa.core.processor - Received user message ‘go’ with intent ‘{‘name’: ‘start’, ‘confidence’: 0.7473200559616089}’ and entities ‘[]’ 2020-08-24 13:53:51 DEBUG rasa.core.processor - Logged UserUtterance - tracker now has 27 events. 2020-08-24 13:53:51 DEBUG rasa.core.policies.memoization - Current tracker state [None, None, None, {}, {‘intent\_start’: 1.0, ‘prev\_action\_listen’: 1.0}] 2020-08-24 13:53:51 DEBUG rasa.core.policies.memoization - There is a memorised next action ‘utter\_ask\_VALUE\_MIN’ 2020-08-24 13:53:51 DEBUG rasa.core.policies.ensemble - Predicted next action using policy\_0\_MemoizationPolicy 2020-08-24 13:53:51 DEBUG rasa.core.processor - Predicted next action ‘utter\_ask\_VALUE\_MIN’ with confidence 1.00. 2020-08-24 13:53:51 DEBUG rasa.core.processor - Action ‘utter\_ask\_VALUE\_MIN’ ended with events ‘[BotUttered(‘what is the min value’, {“elements”: null, “quick\_replies”: null, “buttons”: null, “attachment”: null, “image”: null, “custom”: null}, {}, 1598257431.730513)]’. 2020-08-24 13:53:51 DEBUG rasa.core.policies.memoization - Current tracker state [None, None, {}, {‘intent\_start’: 1.0, ‘prev\_action\_listen’: 1.0}, {‘intent\_start’: 1.0, ‘prev\_utter\_ask\_VALUE\_MIN’: 1.0}] 2020-08-24 13:53:51 DEBUG rasa.core.policies.memoization - There is a memorised next action ‘action\_listen’ 2020-08-24 13:53:51 DEBUG rasa.core.policies.mapping\_policy - There is no mapped action for the predicted intent, ‘start’. 2020-08-24 13:53:51 DEBUG rasa.core.policies.ensemble - Predicted next action using policy\_0\_MemoizationPolicy 2020-08-24 13:53:51 DEBUG rasa.core.processor - Predicted next action ‘action\_listen’ with confidence 1.00. 2020-08-24 13:53:51 DEBUG rasa.core.processor - Action ‘action\_listen’ ended with events ‘[]’. 2020-08-24 13:53:51 DEBUG rasa.core.lock\_store - Deleted lock for conversation ‘8ed2a94d33a24c959c42a04acd54cc5c’. what is the min value Your input -\> min values is 400 2020-08-24 13:53:59 DEBUG rasa.core.tracker\_store - Recreating tracker for id ‘8ed2a94d33a24c959c42a04acd54cc5c’ 2020-08-24 13:53:59 DEBUG rasa.nlu.classifiers.diet\_classifier - There is no trained model for ‘ResponseSelector’: The component is either not trained or didn’t receive enough training data. 2020-08-24 13:53:59 DEBUG rasa.nlu.selectors.response\_selector - Adding following selector key to message property: default 2020-08-24 13:53:59 DEBUG rasa.core.processor - Received user message ‘min values is 400’ with intent ‘{‘name’: ‘value\_min’, ‘confidence’: 0.7056987881660461}’ and entities ‘[{‘entity’: ‘VALUE\_MIN’, ‘start’: 14, ‘end’: 17, ‘value’: ‘400’, ‘extractor’: ‘DIETClassifier’}]’ 2020-08-24 13:53:59 DEBUG rasa.core.processor - Current slot values: VALUE\_MAX: None VALUE\_MIN: 400 2020-08-24 13:53:59 DEBUG rasa.core.processor - Logged UserUtterance - tracker now has 32 events. 2020-08-24 13:54:00 DEBUG rasa.core.policies.memoization - Current tracker state [None, {}, {‘intent\_start’: 1.0, ‘prev\_action\_listen’: 1.0}, {‘intent\_start’: 1.0, ‘prev\_utter\_ask\_VALUE\_MIN’: 1.0}, {‘prev\_action\_listen’: 1.0, ‘slot\_VALUE\_MIN\_0’: 1.0, ‘intent\_value\_min’: 1.0}] 2020-08-24 13:54:00 DEBUG rasa.core.policies.memoization - There is a memorised next action ‘utter\_ask\_VALUE\_MAX’ 2020-08-24 13:54:00 DEBUG rasa.core.policies.ensemble - Predicted next action using policy\_0\_MemoizationPolicy 2020-08-24 13:54:00 DEBUG rasa.core.processor - Predicted next action ‘utter\_ask\_VALUE\_MAX’ with confidence 1.00. 2020-08-24 13:54:00 DEBUG rasa.core.processor - Action ‘utter\_ask\_VALUE\_MAX’ ended with events ‘[BotUttered(‘what is the max value’, {“elements”: null, “quick\_replies”: null, “buttons”: null, “attachment”: null, “image”: null, “custom”: null}, {}, 1598257440.0605109)]’. 2020-08-24 13:54:00 DEBUG rasa.core.policies.memoization - Current tracker state [{}, {‘intent\_start’: 1.0, ‘prev\_action\_listen’: 1.0}, {‘intent\_start’: 1.0, ‘prev\_utter\_ask\_VALUE\_MIN’: 1.0}, {‘prev\_action\_listen’: 1.0, ‘slot\_VALUE\_MIN\_0’: 1.0, ‘intent\_value\_min’: 1.0}, {‘slot\_VALUE\_MIN\_0’: 1.0, ‘intent\_value\_min’: 1.0, ‘prev\_utter\_ask\_VALUE\_MAX’: 1.0}] 2020-08-24 13:54:00 DEBUG rasa.core.policies.memoization - There is a memorised next action ‘action\_listen’ 2020-08-24 13:54:00 DEBUG rasa.core.policies.mapping\_policy - There is no mapped action for the predicted intent, ‘value\_min’. 2020-08-24 13:54:00 DEBUG rasa.core.policies.ensemble - Predicted next action using policy\_0\_MemoizationPolicy 2020-08-24 13:54:00 DEBUG rasa.core.processor - Predicted next action ‘action\_listen’ with confidence 1.00. 2020-08-24 13:54:00 DEBUG rasa.core.processor - Action ‘action\_listen’ ended with events ‘[]’. 2020-08-24 13:54:00 DEBUG rasa.core.lock\_store - Deleted lock for conversation ‘8ed2a94d33a24c959c42a04acd54cc5c’. what is the max value Your input -\> max value is 90000 2020-08-24 13:54:16 DEBUG rasa.core.tracker\_store - Recreating tracker for id ‘8ed2a94d33a24c959c42a04acd54cc5c’ 2020-08-24 13:54:16 DEBUG rasa.nlu.classifiers.diet\_classifier - There is no trained model for ‘ResponseSelector’: The component is either not trained or didn’t receive enough training data. 2020-08-24 13:54:16 DEBUG rasa.nlu.selectors.response\_selector - Adding following selector key to message property: default 2020-08-24 13:54:16 DEBUG rasa.core.processor - Received user message ‘max value is 90000’ with intent ‘{‘name’: ‘value\_max’, ‘confidence’: 0.8313025236129761}’ and entities ‘[{‘entity’: ‘VALUE\_MIN’, ‘start’: 13, ‘end’: 18, ‘value’: ‘90000’, ‘extractor’: ‘DIETClassifier’}]’ 2020-08-24 13:54:16 DEBUG rasa.core.processor - Current slot values: VALUE\_MAX: None VALUE\_MIN: 90000 2020-08-24 13:54:16 DEBUG rasa.core.processor - Logged UserUtterance - tracker now has 37 events. 2020-08-24 13:54:16 DEBUG rasa.core.policies.memoization - Current tracker state [{‘intent\_start’: 1.0, ‘prev\_action\_listen’: 1.0}, {‘intent\_start’: 1.0, ‘prev\_utter\_ask\_VALUE\_MIN’: 1.0}, {‘prev\_action\_listen’: 1.0, ‘slot\_VALUE\_MIN\_0’: 1.0, ‘intent\_value\_min’: 1.0}, {‘slot\_VALUE\_MIN\_0’: 1.0, ‘intent\_value\_min’: 1.0, ‘prev\_utter\_ask\_VALUE\_MAX’: 1.0}, {‘intent\_value\_max’: 1.0, ‘prev\_action\_listen’: 1.0, ‘slot\_VALUE\_MIN\_0’: 1.0}] 2020-08-24 13:54:16 DEBUG rasa.core.policies.memoization - There is no memorised next action 2020-08-24 13:54:16 DEBUG rasa.core.policies.ensemble - Predicted next action using policy\_1\_TEDPolicy 2020-08-24 13:54:16 DEBUG rasa.core.processor - Predicted next action ‘action\_listen’ with confidence 0.92. 2020-08-24 13:54:16 DEBUG rasa.core.processor - Action ‘action\_listen’ ended with events ‘[]’. 2020-08-24 13:54:16 DEBUG rasa.core.lock\_store - Deleted lock for conversation ‘8ed2a94d33a24c959c42a04acd54cc5c’. Your input -\> How come for the message ‘max value is 90000’ the intent is identified correct but the entity is not ? How to rectify this ? ---
**Author:** ![rudi](https://dub1.discourse-cdn.com/flex013/user_avatar/forum.rasa.com/rudi/32/21369_2.png) [@rudi](https://forum.rasa.com/u/rudi)\ **Post date:** [August 24, 2020, 11:44am UTC](https://forum.rasa.com/t/detecting-entity-from-a-intent-not-describing-it/32915/2 "2020-08-24T11:44:12Z")
The NLU section isn’t rendering properly. Could you place it inside a code block (the `` symbol), so we can see the entity training data? ---
**Author:** ![aniruddha96](https://avatars.discourse-cdn.com/v4/letter/a/ecccb3/32.png) [@aniruddha96](https://forum.rasa.com/u/aniruddha96)\ **Post date:** [August 24, 2020, 12:13pm UTC](https://forum.rasa.com/t/detecting-entity-from-a-intent-not-describing-it/32915/3 "2020-08-24T12:13:16Z")
``` ## intent: start - start - go ## intent: value_min - min value is [0-9](VALUE_MIN) - minimum value is [0-9](VALUE_MIN) ## intent: value_max - max value is [0-9](VALUE_MAX) - maximum value is [0-9](VALUE_MAX) ``` ---
**Author:** ![rudi](https://dub1.discourse-cdn.com/flex013/user_avatar/forum.rasa.com/rudi/32/21369_2.png) [@rudi](https://forum.rasa.com/u/rudi)\ **Post date:** [August 24, 2020, 1:04pm UTC](https://forum.rasa.com/t/detecting-entity-from-a-intent-not-describing-it/32915/4 "2020-08-24T13:04:33Z")
Hmm interesting, that looks correct to me. I’m wondering if this is because `VALUE_MIN` and `VALUE_MAX` entities are too similar, so it doesn’t know which one to choose for the number extraction. I see that there are roles that might help in this case: [Entity Extraction](https://rasa.com/docs/rasa/nlu/entity-extraction/#entities-roles-and-groups) Or you could have a `number` entity for both, and use the stories to fill the correct slot depending on the classification.