Triple
T6627964
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Gotham |
E149850
|
entity |
| Predicate | featuresCharacter |
P626
|
FINISHED |
| Object |
Harvey Bullock
Harvey Bullock is a gruff, streetwise Gotham City police detective often portrayed as morally ambiguous yet ultimately loyal to justice in the Batman universe.
|
E607519
|
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: Harvey Bullock | Statement: [Gotham, featuresCharacter, Harvey Bullock]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Harvey Bullock Context triple: [Gotham, featuresCharacter, Harvey Bullock]
-
A.
Dedalus Diggle
Dedalus Diggle is a minor wizarding character in the Harry Potter series, known as an enthusiastic supporter of Albus Dumbledore and the fight against Voldemort.
-
B.
James Gordon
James Gordon is Gotham City's principled police commissioner and a key ally of Batman in the fight against crime and corruption.
-
C.
Hardy Justice
Hardy Justice is a film producer best known for his work on the period drama "Stage Beauty."
-
D.
Lucius Fox
Lucius Fox is a brilliant inventor and executive at Wayne Enterprises who serves as Bruce Wayne’s trusted ally and technology provider in the Batman films.
-
E.
Alfred Pennyworth
Alfred Pennyworth is Bruce Wayne’s loyal butler, caretaker, and confidant in the Batman franchise, often serving as a moral compass and providing support for Batman’s crime-fighting activities.
- 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: Harvey Bullock Triple: [Gotham, featuresCharacter, Harvey Bullock]
Generated description
Harvey Bullock is a gruff, streetwise Gotham City police detective often portrayed as morally ambiguous yet ultimately loyal to justice in the Batman universe.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Harvey Bullock Target entity description: Harvey Bullock is a gruff, streetwise Gotham City police detective often portrayed as morally ambiguous yet ultimately loyal to justice in the Batman universe.
-
A.
Dedalus Diggle
Dedalus Diggle is a minor wizarding character in the Harry Potter series, known as an enthusiastic supporter of Albus Dumbledore and the fight against Voldemort.
-
B.
James Gordon
James Gordon is Gotham City's principled police commissioner and a key ally of Batman in the fight against crime and corruption.
-
C.
Hardy Justice
Hardy Justice is a film producer best known for his work on the period drama "Stage Beauty."
-
D.
Lucius Fox
Lucius Fox is a brilliant inventor and executive at Wayne Enterprises who serves as Bruce Wayne’s trusted ally and technology provider in the Batman films.
-
E.
Alfred Pennyworth
Alfred Pennyworth is Bruce Wayne’s loyal butler, caretaker, and confidant in the Batman franchise, often serving as a moral compass and providing support for Batman’s crime-fighting activities.
- 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_69c687ee50048190aa151765bef16193 |
completed | March 27, 2026, 1:36 p.m. |
| NER | Named-entity recognition | batch_69c6afa2e4a48190ba3c70013bab14f2 |
completed | March 27, 2026, 4:26 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c6e44d356c8190ad4f2a617c3de4af |
completed | March 27, 2026, 8:10 p.m. |
| NEDg | Description generation | batch_69c6e5b236888190b108de51c730179a |
completed | March 27, 2026, 8:16 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c6e7ce9aa88190abd000a13c00a070 |
completed | March 27, 2026, 8:25 p.m. |
Created at: March 27, 2026, 1:59 p.m.