Triple

T522897
Position Surface form Disambiguated ID Type / Status
Subject Think Like a Man E10856 entity
Predicate cinematographer P1953 FINISHED
Object Larry Blanford
Larry Blanford is a professional cinematographer known for his work on feature films such as the romantic comedy "Think Like a Man."
E174768 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: Larry Blanford | Statement: [Think Like a Man, cinematographer, Larry Blanford]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Larry Blanford
Context triple: [Think Like a Man, cinematographer, Larry Blanford]
  • A. Earl Roberts
    Earl Roberts is a British noble title created in honor of Lord Roberts, a distinguished military leader of the late 19th and early 20th centuries.
  • B. Tom Luddy
    Tom Luddy was an American film producer, curator, and influential cinephile best known as a co-founder and long-time guiding force of the Telluride Film Festival.
  • C. Dennis Byrd
    Dennis Byrd was an American defensive lineman for the New York Jets whose promising NFL career was tragically cut short by a paralyzing on-field injury, after which he became a symbol of courage and inspiration.
  • D. David M. Barkley
    David M. Barkley was the son of U.S. Vice President Alben W. Barkley and a member of the prominent Barkley political family.
  • E. Rex Walters
    Rex Walters is an American former professional basketball player and college coach best known for his head coaching tenure at the University of San Francisco and his sharpshooting guard play at Kansas.
  • 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: Larry Blanford
Triple: [Think Like a Man, cinematographer, Larry Blanford]
Generated description
Larry Blanford is a professional cinematographer known for his work on feature films such as the romantic comedy "Think Like a Man."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Larry Blanford
Target entity description: Larry Blanford is a professional cinematographer known for his work on feature films such as the romantic comedy "Think Like a Man."
  • A. Earl Roberts
    Earl Roberts is a British noble title created in honor of Lord Roberts, a distinguished military leader of the late 19th and early 20th centuries.
  • B. Tom Luddy
    Tom Luddy was an American film producer, curator, and influential cinephile best known as a co-founder and long-time guiding force of the Telluride Film Festival.
  • C. Dennis Byrd
    Dennis Byrd was an American defensive lineman for the New York Jets whose promising NFL career was tragically cut short by a paralyzing on-field injury, after which he became a symbol of courage and inspiration.
  • D. David M. Barkley
    David M. Barkley was the son of U.S. Vice President Alben W. Barkley and a member of the prominent Barkley political family.
  • E. Rex Walters
    Rex Walters is an American former professional basketball player and college coach best known for his head coaching tenure at the University of San Francisco and his sharpshooting guard play at Kansas.
  • 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_69a2e84b16c4819088d284c47c3a7968 completed Feb. 28, 2026, 1:06 p.m.
NER Named-entity recognition batch_69a2f1b4f01881908b408357ff113308 completed Feb. 28, 2026, 1:46 p.m.
NED1 Entity disambiguation (via context triple) batch_69ad292fbfe88190816bc5d4f0e56e9f completed March 8, 2026, 7:45 a.m.
NEDg Description generation batch_69ad29b9ffa88190a047b213cbfd4c84 completed March 8, 2026, 7:48 a.m.
NED2 Entity disambiguation (via description) batch_69ad2a2d6b7c819083042c3a36fb55e4 completed March 8, 2026, 7:50 a.m.
Created at: Feb. 28, 2026, 1:12 p.m.