Triple
T7499623
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Shaft (2000 film) |
E177223
|
entity |
| Predicate | character |
P662
|
FINISHED |
| Object |
John Shaft
John Shaft is a tough, streetwise New York City detective and iconic blaxploitation hero known for his cool demeanor and relentless pursuit of justice.
|
E668122
|
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: John Shaft | Statement: [Shaft (2000 film), character, John Shaft]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: John Shaft Context triple: [Shaft (2000 film), character, John Shaft]
-
A.
David Starsky
David Starsky is a fictional, streetwise and energetic undercover detective from the 1970s television series "Starsky & Hutch," known for his close partnership with Ken "Hutch" Hutchinson and their iconic red Ford Gran Torino.
-
B.
Martin Riggs
Martin Riggs is a reckless yet skilled LAPD detective and former Special Forces soldier known for his suicidal bravado and complex emotional trauma in the Lethal Weapon franchise.
-
C.
Mike Hammer
Mike Hammer is a hard-boiled, tough-as-nails private detective created by author Mickey Spillane, known for his violent methods and appearances in numerous crime novels and film adaptations.
-
D.
Mike Hammer
Mike Hammer is the pseudonym of A. R. Penck, a prominent German neo-expressionist painter, printmaker, and sculptor known for his symbolic, pictographic style.
-
E.
Mike Dexter
Mike Dexter is the popular, arrogant high school jock and primary antagonist in the teen comedy film "Can’t Hardly Wait."
- 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: John Shaft Triple: [Shaft (2000 film), character, John Shaft]
Generated description
John Shaft is a tough, streetwise New York City detective and iconic blaxploitation hero known for his cool demeanor and relentless pursuit of justice.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: John Shaft Target entity description: John Shaft is a tough, streetwise New York City detective and iconic blaxploitation hero known for his cool demeanor and relentless pursuit of justice.
-
A.
David Starsky
David Starsky is a fictional, streetwise and energetic undercover detective from the 1970s television series "Starsky & Hutch," known for his close partnership with Ken "Hutch" Hutchinson and their iconic red Ford Gran Torino.
-
B.
Martin Riggs
Martin Riggs is a reckless yet skilled LAPD detective and former Special Forces soldier known for his suicidal bravado and complex emotional trauma in the Lethal Weapon franchise.
-
C.
Mike Hammer
Mike Hammer is a hard-boiled, tough-as-nails private detective created by author Mickey Spillane, known for his violent methods and appearances in numerous crime novels and film adaptations.
-
D.
Mike Hammer
Mike Hammer is the pseudonym of A. R. Penck, a prominent German neo-expressionist painter, printmaker, and sculptor known for his symbolic, pictographic style.
-
E.
Mike Dexter
Mike Dexter is the popular, arrogant high school jock and primary antagonist in the teen comedy film "Can’t Hardly Wait."
- 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_69c69f2696688190915a8458f2398211 |
completed | March 27, 2026, 3:15 p.m. |
| NER | Named-entity recognition | batch_69c6f598dfac8190a123daaac0784aee |
completed | March 27, 2026, 9:24 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c83c900ad081908506a2097f7fd30b |
completed | March 28, 2026, 8:39 p.m. |
| NEDg | Description generation | batch_69c83d27190481909e6659ef83d3fde7 |
completed | March 28, 2026, 8:42 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c83de0163c8190a16ea88ef24269d9 |
completed | March 28, 2026, 8:45 p.m. |
Created at: March 27, 2026, 3:44 p.m.