Triple
T9825218
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hoosiers |
E238637
|
entity |
| Predicate | cinematographer |
P1953
|
FINISHED |
| Object |
Fred Murphy
Fred Murphy is an American cinematographer known for his work on films such as "Hoosiers," as well as numerous other feature films and television projects.
|
E823698
|
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: Fred Murphy | Statement: [Hoosiers, cinematographer, Fred Murphy]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Fred Murphy Context triple: [Hoosiers, cinematographer, Fred Murphy]
-
A.
Pat Byrne
Pat Byrne is a musician best known as a member of the influential American noise rock band Big Black.
-
B.
Chester B. McMullen
Chester B. McMullen was an American lawyer and Democratic politician who served as a U.S. Representative from Florida in the mid-20th century.
-
C.
Frank S. Nugent
Frank S. Nugent was an American screenwriter and former film critic best known for his influential collaborations with director John Ford on classic Westerns.
-
D.
Frank F. Patterson
Frank F. Patterson was an American military aviator and early U.S. Army Air Service officer after whom Patterson Field (now part of Wright-Patterson Air Force Base) was named following his death in a 1918 flight accident.
-
E.
Milton Ebbins
Milton Ebbins was an American talent agent and film producer best known for his long professional association with actor James Garner.
- 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: Fred Murphy Triple: [Hoosiers, cinematographer, Fred Murphy]
Generated description
Fred Murphy is an American cinematographer known for his work on films such as "Hoosiers," as well as numerous other feature films and television projects.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Fred Murphy Target entity description: Fred Murphy is an American cinematographer known for his work on films such as "Hoosiers," as well as numerous other feature films and television projects.
-
A.
Pat Byrne
Pat Byrne is a musician best known as a member of the influential American noise rock band Big Black.
-
B.
Chester B. McMullen
Chester B. McMullen was an American lawyer and Democratic politician who served as a U.S. Representative from Florida in the mid-20th century.
-
C.
Frank S. Nugent
Frank S. Nugent was an American screenwriter and former film critic best known for his influential collaborations with director John Ford on classic Westerns.
-
D.
Frank F. Patterson
Frank F. Patterson was an American military aviator and early U.S. Army Air Service officer after whom Patterson Field (now part of Wright-Patterson Air Force Base) was named following his death in a 1918 flight accident.
-
E.
Milton Ebbins
Milton Ebbins was an American talent agent and film producer best known for his long professional association with actor James Garner.
- 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_69ca84e0dd1881909800765d1e21f735 |
completed | March 30, 2026, 2:12 p.m. |
| NER | Named-entity recognition | batch_69cdb3181c688190afea3b27ee392a30 |
completed | April 2, 2026, 12:06 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d1cc84b0a481909000a0f04e3676d0 |
completed | April 5, 2026, 2:44 a.m. |
| NEDg | Description generation | batch_69d1ccf59c68819082b4aa37e06d2aaf |
completed | April 5, 2026, 2:46 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69d1d0d945d48190b56b7fd2ce568a13 |
completed | April 5, 2026, 3:02 a.m. |
Created at: March 30, 2026, 8:31 p.m.