Triple
T14558959
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hustlers |
E341617
|
entity |
| Predicate | cinematographyBy |
P1953
|
FINISHED |
| Object |
Todd Banhazl
Todd Banhazl is an American cinematographer known for his stylish, character-driven visual work on films such as "Hustlers."
|
E1107432
|
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: Todd Banhazl | Statement: [Hustlers, cinematographyBy, Todd Banhazl]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Todd Banhazl Context triple: [Hustlers, cinematographyBy, Todd Banhazl]
-
A.
Tristan Thompson
Tristan Thompson is a Canadian professional basketball player best known for his NBA career and high-profile relationship with Khloé Kardashian.
-
B.
Joe Bomowski
Joe Bomowski is a fictional tough-but-comedic police sergeant portrayed by Sylvester Stallone in the 1992 action-comedy film "Stop! Or My Mom Will Shoot."
-
C.
Billy Smith
Billy Smith is a Hall of Fame Canadian goaltender best known for backstopping the New York Islanders to four consecutive Stanley Cup championships in the early 1980s.
-
D.
Nerlens Noel
Nerlens Noel is an American professional basketball center known for his elite shot-blocking and defensive versatility in the NBA.
-
E.
Richard Van Vleet
Richard Van Vleet is an American actor best known for his long-running role as Dr. Chuck Tyler on the soap opera "All My Children."
- 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: Todd Banhazl Triple: [Hustlers, cinematographyBy, Todd Banhazl]
Generated description
Todd Banhazl is an American cinematographer known for his stylish, character-driven visual work on films such as "Hustlers."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Todd Banhazl Target entity description: Todd Banhazl is an American cinematographer known for his stylish, character-driven visual work on films such as "Hustlers."
-
A.
Tristan Thompson
Tristan Thompson is a Canadian professional basketball player best known for his NBA career and high-profile relationship with Khloé Kardashian.
-
B.
Joe Bomowski
Joe Bomowski is a fictional tough-but-comedic police sergeant portrayed by Sylvester Stallone in the 1992 action-comedy film "Stop! Or My Mom Will Shoot."
-
C.
Billy Smith
Billy Smith is a Hall of Fame Canadian goaltender best known for backstopping the New York Islanders to four consecutive Stanley Cup championships in the early 1980s.
-
D.
Nerlens Noel
Nerlens Noel is an American professional basketball center known for his elite shot-blocking and defensive versatility in the NBA.
-
E.
Richard Van Vleet
Richard Van Vleet is an American actor best known for his long-running role as Dr. Chuck Tyler on the soap opera "All My Children."
- 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_69d822db9c8481908213ceb39585f792 |
completed | April 9, 2026, 10:06 p.m. |
| NER | Named-entity recognition | batch_69deb3881b788190922932fb8ff81160 |
completed | April 14, 2026, 9:37 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fd8ac003b08190923d469b3422cdab |
completed | May 8, 2026, 7:03 a.m. |
| NEDg | Description generation | batch_69fd8b2989288190812565b3b59ad1fc |
completed | May 8, 2026, 7:05 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69fd8db224948190ac797626aa0c38ec |
completed | May 8, 2026, 7:16 a.m. |
Created at: April 10, 2026, 1:23 a.m.