Triple

T2246000
Position Surface form Disambiguated ID Type / Status
Subject James Franco E49504 entity
Predicate sibling P363 FINISHED
Object Tom Franco
Tom Franco is an American actor, artist, and founder of the Firehouse Art Collective, known for his work in independent films and collaborative art projects.
 E247998 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: Tom Franco | Statement: [James Franco, sibling, Tom Franco]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Tom Franco
Context triple: [James Franco, sibling, Tom Franco]
  • A. Connor Murphy
    Connor Murphy is a troubled, emotionally unstable teenager whose death becomes the catalyst for the events and moral dilemmas in the musical "Dear Evan Hansen."
  • B. Joshua Russaw
    Joshua Russaw is the son of American R&B singer Faith Evans and her former husband, music producer Todd Russaw.
  • C. Greg Corrado
    Greg Corrado is an American computer scientist and researcher known for his pioneering work in artificial intelligence and deep learning, including co-founding Google Brain.
  • D. 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."
  • E. Daniel Kurtz-Phelan
    Daniel Kurtz-Phelan is an American foreign policy expert, author, and editor who serves as editor-in-chief of the influential journal Foreign Affairs.
  • 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: Tom Franco
Triple: [James Franco, sibling, Tom Franco]
Generated description
Tom Franco is an American actor, artist, and founder of the Firehouse Art Collective, known for his work in independent films and collaborative art projects.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Tom Franco
Target entity description: Tom Franco is an American actor, artist, and founder of the Firehouse Art Collective, known for his work in independent films and collaborative art projects.
  • A. Connor Murphy
    Connor Murphy is a troubled, emotionally unstable teenager whose death becomes the catalyst for the events and moral dilemmas in the musical "Dear Evan Hansen."
  • B. Joshua Russaw
    Joshua Russaw is the son of American R&B singer Faith Evans and her former husband, music producer Todd Russaw.
  • C. Greg Corrado
    Greg Corrado is an American computer scientist and researcher known for his pioneering work in artificial intelligence and deep learning, including co-founding Google Brain.
  • D. 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."
  • E. Daniel Kurtz-Phelan
    Daniel Kurtz-Phelan is an American foreign policy expert, author, and editor who serves as editor-in-chief of the influential journal Foreign Affairs.
  • 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_69a88aa979788190ad6500f1d8eee2fc completed March 4, 2026, 7:40 p.m.
NER Named-entity recognition batch_69abc0ea75d881909d4e176a432f32e8 completed March 7, 2026, 6:08 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae6b1284d0819093b041ede90d4c53 completed March 9, 2026, 6:39 a.m.
NEDg Description generation batch_69ae6bcfd2c481908f69df77f40655e2 completed March 9, 2026, 6:42 a.m.
NED2 Entity disambiguation (via description) batch_69ae6c4d9c04819086e3091bbbf16099 completed March 9, 2026, 6:44 a.m.
Created at: March 4, 2026, 7:47 p.m.