Triple

T10890937
Position Surface form Disambiguated ID Type / Status
Subject Jack Chambers E257170 entity
Predicate appearsWith P4540 FINISHED
Object Frank (Victory Project leader)
Frank is the charismatic and controlling founder of the mysterious Victory Project in the film "Don't Worry Darling."
 E892240 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: Frank (Victory Project leader) | Statement: [Jack Chambers, appearsWith, Frank (Victory Project leader)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Frank (Victory Project leader)
Context triple: [Jack Chambers, appearsWith, Frank (Victory Project leader)]
  • A. Vance Franklin
    Vance Franklin is an individual notable enough to be specifically cited as a bearer of the surname Franklin.
  • B. Vaughn Franklin
    Vaughn Franklin is one of the children of renowned Baptist minister and civil rights activist C. L. Franklin.
  • C. Steve Franks
    Steve Franks is an American screenwriter, producer, and director best known as the creator of the television series "Psych" and for co-writing the Adam Sandler film "Big Daddy."
  • D. Vincent Franklin
    Vincent Franklin is a British character actor known for his work in television comedies and dramas such as "The Thick of It," "Cucumber," and "Bodyguard."
  • E. Sean Fagan
    Sean Fagan is a notable individual whose prominence has led to recognition of the surname Fagan through his achievements.
  • 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: Frank (Victory Project leader)
Triple: [Jack Chambers, appearsWith, Frank (Victory Project leader)]
Generated description
Frank is the charismatic and controlling founder of the mysterious Victory Project in the film "Don't Worry Darling."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Frank (Victory Project leader)
Target entity description: Frank is the charismatic and controlling founder of the mysterious Victory Project in the film "Don't Worry Darling."
  • A. Vance Franklin
    Vance Franklin is an individual notable enough to be specifically cited as a bearer of the surname Franklin.
  • B. Vaughn Franklin
    Vaughn Franklin is one of the children of renowned Baptist minister and civil rights activist C. L. Franklin.
  • C. Steve Franks
    Steve Franks is an American screenwriter, producer, and director best known as the creator of the television series "Psych" and for co-writing the Adam Sandler film "Big Daddy."
  • D. Vincent Franklin
    Vincent Franklin is a British character actor known for his work in television comedies and dramas such as "The Thick of It," "Cucumber," and "Bodyguard."
  • E. Sean Fagan
    Sean Fagan is a notable individual whose prominence has led to recognition of the surname Fagan through his achievements.
  • 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_69d6aa8550c8819095508a2ed9acf3db completed April 8, 2026, 7:20 p.m.
NER Named-entity recognition batch_69d7520550c4819081296546c8f534f1 completed April 9, 2026, 7:15 a.m.
NED1 Entity disambiguation (via context triple) batch_69e15500bb7881908b9799d7653aec72 completed April 16, 2026, 9:30 p.m.
NEDg Description generation batch_69e17d3060888190b3801272835b939a completed April 17, 2026, 12:22 a.m.
NED2 Entity disambiguation (via description) batch_69e1806bc1048190bcbff6f6d3d7da19 completed April 17, 2026, 12:35 a.m.
Created at: April 8, 2026, 9:21 p.m.