Triple

T8137885
Position Surface form Disambiguated ID Type / Status
Subject Cesar E190016 entity
Predicate hasNotableBearer P458 FINISHED
Object Cesar Millan
Cesar Millan is a Mexican-American dog behaviorist and television personality best known for his show "Dog Whisperer with Cesar Millan," where he rehabilitates dogs and trains their owners.
E714291 NE FINISHED

How this triple was built (4 steps)

Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.

NER Named-entity recognition gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Cesar Millan | Statement: [Cesar, hasNotableBearer, Cesar Millan]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Cesar Millan
Context triple: [Cesar, hasNotableBearer, Cesar Millan]
  • A. Bobby Ross
    Bobby Ross is an American football coach best known for leading the San Diego Chargers to their first Super Bowl appearance and for his successful tenures at both the college and NFL levels.
  • B. Bobby Ross Avila
    Bobby Ross Avila is a Grammy-winning American songwriter and record producer known for his work in R&B, hip hop, and pop with major artists such as Usher and the Black Eyed Peas.
  • C. Mel Dinelli
    Mel Dinelli was an American playwright and screenwriter best known for his work in film noir and suspense films during the mid-20th century.
  • D. Mike Montemerlo
    Mike Montemerlo is a roboticist and computer scientist known for his work on autonomous vehicles as a key member of Stanford's pioneering self-driving car efforts.
  • E. Paul Davis
    Paul Davis is a British musician best known as a member of the influential Manchester band Happy Mondays.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Cesar Millan
Triple: [Cesar, hasNotableBearer, Cesar Millan]
Generated description
Cesar Millan is a Mexican-American dog behaviorist and television personality best known for his show "Dog Whisperer with Cesar Millan," where he rehabilitates dogs and trains their owners.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Cesar Millan
Target entity description: Cesar Millan is a Mexican-American dog behaviorist and television personality best known for his show "Dog Whisperer with Cesar Millan," where he rehabilitates dogs and trains their owners.
  • A. Bobby Ross
    Bobby Ross is an American football coach best known for leading the San Diego Chargers to their first Super Bowl appearance and for his successful tenures at both the college and NFL levels.
  • B. Bobby Ross Avila
    Bobby Ross Avila is a Grammy-winning American songwriter and record producer known for his work in R&B, hip hop, and pop with major artists such as Usher and the Black Eyed Peas.
  • C. Mel Dinelli
    Mel Dinelli was an American playwright and screenwriter best known for his work in film noir and suspense films during the mid-20th century.
  • D. Mike Montemerlo
    Mike Montemerlo is a roboticist and computer scientist known for his work on autonomous vehicles as a key member of Stanford's pioneering self-driving car efforts.
  • E. Paul Davis
    Paul Davis is a British musician best known as a member of the influential Manchester band Happy Mondays.
  • F. None of above. chosen

Provenance (5 batches)

The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.

Step Stage Batch ID Status When
creating Elicitation batch_69ca82bd9900819099477cdc2eb4244f completed March 30, 2026, 2:03 p.m.
NER Named-entity recognition batch_69cb4402b35c81909363ffa9ce952ca4 completed March 31, 2026, 3:48 a.m.
NED1 Entity disambiguation (via context triple) batch_69cc949d9c7c81908efb4880f9250166 completed April 1, 2026, 3:44 a.m.
NEDg Description generation batch_69cc9605b8248190a621ea934c58913d completed April 1, 2026, 3:50 a.m.
NED2 Entity disambiguation (via description) batch_69cc970cf55c8190abf432ac68d6bbc3 completed April 1, 2026, 3:54 a.m.
Created at: March 30, 2026, 5:35 p.m.