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.