Triple

T12699866
Position Surface form Disambiguated ID Type / Status
Subject The Puppy Episode E303430 entity
Predicate featuresActor P15562 FINISHED
Object David Anthony Higgins
David Anthony Higgins is an American actor and comedian best known for his supporting roles on television sitcoms such as "Ellen," "Malcolm in the Middle," and "Mike & Molly."
 E1016976 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: David Anthony Higgins | Statement: [The Puppy Episode, featuresActor, David Anthony Higgins]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: David Anthony Higgins
Context triple: [The Puppy Episode, featuresActor, David Anthony Higgins]
  • A. David Higgins
    David Higgins is an Australian businessman and civil engineer known for leading major infrastructure and regeneration projects in the UK, including senior roles at Network Rail and the Olympic Delivery Authority.
  • B. Daniel P. Higgins
    Daniel P. Higgins was an architect associated with the design work on the Jefferson Memorial in Washington, D.C.
  • C. George Mullen
    George Mullen is a relatively obscure individual whose name is notably recorded as a bearer of the surname Mullen.
  • D. Edward Daniels
    Edward "Teddy" Daniels is the U.S. Marshal and psychologically complex protagonist of Dennis Lehane’s novel and Martin Scorsese’s film "Shutter Island."
  • E. Bruce Douglas Johnson
    Bruce Douglas Johnson is a cinematographer best known for his work on the stoner comedy film "Harold & Kumar Go to White Castle."
  • 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: David Anthony Higgins
Triple: [The Puppy Episode, featuresActor, David Anthony Higgins]
Generated description
David Anthony Higgins is an American actor and comedian best known for his supporting roles on television sitcoms such as "Ellen," "Malcolm in the Middle," and "Mike & Molly."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: David Anthony Higgins
Target entity description: David Anthony Higgins is an American actor and comedian best known for his supporting roles on television sitcoms such as "Ellen," "Malcolm in the Middle," and "Mike & Molly."
  • A. David Higgins
    David Higgins is an Australian businessman and civil engineer known for leading major infrastructure and regeneration projects in the UK, including senior roles at Network Rail and the Olympic Delivery Authority.
  • B. Daniel P. Higgins
    Daniel P. Higgins was an architect associated with the design work on the Jefferson Memorial in Washington, D.C.
  • C. George Mullen
    George Mullen is a relatively obscure individual whose name is notably recorded as a bearer of the surname Mullen.
  • D. Edward Daniels
    Edward "Teddy" Daniels is the U.S. Marshal and psychologically complex protagonist of Dennis Lehane’s novel and Martin Scorsese’s film "Shutter Island."
  • E. Bruce Douglas Johnson
    Bruce Douglas Johnson is a cinematographer best known for his work on the stoner comedy film "Harold & Kumar Go to White Castle."
  • 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_69d7bdef90d48190b46b88270e780946 completed April 9, 2026, 2:55 p.m.
NER Named-entity recognition batch_69d961ef65ac8190aedf9ade3a68e24e completed April 10, 2026, 8:47 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6cbb4d0088190b71fc0573cd40ddd completed May 3, 2026, 4:14 a.m.
NEDg Description generation batch_69f6cd0d21e08190855dcbee000fc25d completed May 3, 2026, 4:20 a.m.
NED2 Entity disambiguation (via description) batch_69f6ce6b220c8190b1f49a9b2bfce692 completed May 3, 2026, 4:26 a.m.
Created at: April 9, 2026, 5:22 p.m.