Triple
T1664765
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Empire (film) |
E35984
|
entity |
| Predicate | assistant |
P30538
|
FINISHED |
| Object | Gerard Malanga |
E188467
|
NE FINISHED |
How this triple was built (3 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: Gerard Malanga | Statement: [Empire (film), assistant, Gerard Malanga]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Gerard Malanga Context triple: [Empire (film), assistant, Gerard Malanga]
-
A.
Gerard Malanga
chosen
Gerard Malanga is an American poet, photographer, and filmmaker closely associated with Andy Warhol and the 1960s New York avant-garde scene.
-
B.
George Zames
George Zames was a prominent control theorist known for his foundational contributions to robust control and H-infinity methods in systems engineering.
-
C.
George Weil
George Weil was a physicist who worked on the Manhattan Project and is noted for being the operator who withdrew the control rod to initiate the first self-sustaining nuclear chain reaction in Chicago Pile-1.
-
D.
Golo Mann
Golo Mann was a German historian, essayist, and writer known for his works on modern European history and his reflections on politics and culture.
-
E.
Tom Garfinkel
Tom Garfinkel is a sports executive best known for leading the business operations and strategic development of the NFL’s Miami Dolphins and their home stadium.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: assistant Context triple: [Empire (film), assistant, Gerard Malanga]
-
A.
defaultAssistant
Indicates that an entity serves as the primary or standard assistant used in a given context or system.
-
B.
coPilotWith
Indicates that two entities jointly serve as pilots or share piloting responsibilities for the same vehicle or mission.
-
C.
coPilotOf
Indicates that one entity serves as the co-pilot assisting and supporting another entity in operating or navigating a vehicle or craft.
-
D.
planner
Indicates that an entity is responsible for organizing, scheduling, or coordinating activities, tasks, or resources.
-
E.
agency
Indicates that an entity acts on behalf of, represents, or exercises power or control for another entity in performing an action or fulfilling a role.
- 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_69a88606aa808190aa0b421b4271f220 |
completed | March 4, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69aa994f92b0819084ee2f6a672334b9 |
completed | March 6, 2026, 9:07 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ad71adb0388190b358e83fa8dfaef5 |
completed | March 8, 2026, 12:55 p.m. |
| PD | Predicate disambiguation | batch_69a907d2475c8190b7ec7dccd3335eb1 |
completed | March 5, 2026, 4:34 a.m. |
| PDg | Predicate description generation | batch_69a94192abc0819092fc00fef9d53bcb |
completed | March 5, 2026, 8:40 a.m. |
Created at: March 4, 2026, 7:29 p.m.