Triple

T4424867
Position Surface form Disambiguated ID Type / Status
Subject CLIP E95184 entity
Predicate introducedBy P513 FINISHED
Object Chris Hallacy
Chris Hallacy is a machine learning researcher and engineer known for his work on multimodal models, including contributions to the development of CLIP.
 E437210 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: Chris Hallacy | Statement: [CLIP, introducedBy, Chris Hallacy]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Chris Hallacy
Context triple: [CLIP, introducedBy, Chris Hallacy]
  • A. Bobby Shriver
    Bobby Shriver is an American activist, attorney, and member of the Kennedy family known for his work in human rights, philanthropy, and co-founding the (RED) campaign to fight AIDS in Africa.
  • B. David Gale
    David Gale was an American mathematician and economist known for his influential work in game theory, mathematical economics, and the theory of linear programming.
  • C. Jeffrey Whalen
    Jeffrey Whalen is a musician best known for having been a member of the American rock band Anberlin.
  • D. John Cassisi
    John Cassisi is an American former child actor best known for playing the mob boss Fat Sam in the 1976 musical gangster film "Bugsy Malone."
  • E. Tom Cross
    Tom Cross is an Academy Award–winning American film editor known for his work on acclaimed movies such as "Whiplash" and "La La Land."
  • 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: Chris Hallacy
Triple: [CLIP, introducedBy, Chris Hallacy]
Generated description
Chris Hallacy is a machine learning researcher and engineer known for his work on multimodal models, including contributions to the development of CLIP.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Chris Hallacy
Target entity description: Chris Hallacy is a machine learning researcher and engineer known for his work on multimodal models, including contributions to the development of CLIP.
  • A. Bobby Shriver
    Bobby Shriver is an American activist, attorney, and member of the Kennedy family known for his work in human rights, philanthropy, and co-founding the (RED) campaign to fight AIDS in Africa.
  • B. David Gale
    David Gale was an American mathematician and economist known for his influential work in game theory, mathematical economics, and the theory of linear programming.
  • C. Jeffrey Whalen
    Jeffrey Whalen is a musician best known for having been a member of the American rock band Anberlin.
  • D. John Cassisi
    John Cassisi is an American former child actor best known for playing the mob boss Fat Sam in the 1976 musical gangster film "Bugsy Malone."
  • E. Tom Cross
    Tom Cross is an Academy Award–winning American film editor known for his work on acclaimed movies such as "Whiplash" and "La La Land."
  • 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_69b3453c2a0c8190926b574c90766db9 completed March 12, 2026, 10:59 p.m.
NER Named-entity recognition batch_69b3554ca5208190ba2661616dcf071c completed March 13, 2026, 12:07 a.m.
NED1 Entity disambiguation (via context triple) batch_69b5f62f7eb88190a02669845126e790 completed March 14, 2026, 11:58 p.m.
NEDg Description generation batch_69b5f6c8a58481908d7bd3d4cfaf265c completed March 15, 2026, 12:01 a.m.
NED2 Entity disambiguation (via description) batch_69b5f73f38d481908ad44dfd33de85ca completed March 15, 2026, 12:03 a.m.
Created at: March 12, 2026, 11:30 p.m.