Triple
T2736440
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hydra |
E60640
|
entity |
| Predicate | notableMember |
P10
|
FINISHED |
| Object |
Grant Ward (MCU)
Grant Ward (MCU) is a former S.H.I.E.L.D. agent who is revealed to be a double agent and key antagonist aligned with Hydra in the television series "Marvel's Agents of S.H.I.E.L.D."
|
E297371
|
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: Grant Ward (MCU) | Statement: [Hydra, notableMember, Grant Ward (MCU)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Grant Ward (MCU) Context triple: [Hydra, notableMember, Grant Ward (MCU)]
-
A.
Nick Fury
Nick Fury is the one-eyed, trench-coat-wearing spymaster and director of S.H.I.E.L.D. who orchestrates and oversees the Avengers in the Marvel universe.
-
B.
Alexander Pierce (MCU)
Alexander Pierce (MCU) is a high-ranking S.H.I.E.L.D. official secretly serving as a key Hydra mastermind and primary antagonist in "Captain America: The Winter Soldier."
-
C.
Hawkeye Pierce
Hawkeye Pierce is the wisecracking, compassionate chief surgeon of the 4077th Mobile Army Surgical Hospital in the TV series M*A*S*H, known for his surgical brilliance, anti-war stance, and irreverent humor.
-
D.
Hawkeye
Hawkeye is a Marvel Cinematic Universe Disney+ series centered on the archer superhero Clint Barton and his protégé Kate Bishop.
-
E.
Adam Holender
Adam Holender is a Polish-born American cinematographer best known for shooting the influential 1969 film "Midnight Cowboy."
- 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: Grant Ward (MCU) Triple: [Hydra, notableMember, Grant Ward (MCU)]
Generated description
Grant Ward (MCU) is a former S.H.I.E.L.D. agent who is revealed to be a double agent and key antagonist aligned with Hydra in the television series "Marvel's Agents of S.H.I.E.L.D."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Grant Ward (MCU) Target entity description: Grant Ward (MCU) is a former S.H.I.E.L.D. agent who is revealed to be a double agent and key antagonist aligned with Hydra in the television series "Marvel's Agents of S.H.I.E.L.D."
-
A.
Nick Fury
Nick Fury is the one-eyed, trench-coat-wearing spymaster and director of S.H.I.E.L.D. who orchestrates and oversees the Avengers in the Marvel universe.
-
B.
Alexander Pierce (MCU)
Alexander Pierce (MCU) is a high-ranking S.H.I.E.L.D. official secretly serving as a key Hydra mastermind and primary antagonist in "Captain America: The Winter Soldier."
-
C.
Hawkeye Pierce
Hawkeye Pierce is the wisecracking, compassionate chief surgeon of the 4077th Mobile Army Surgical Hospital in the TV series M*A*S*H, known for his surgical brilliance, anti-war stance, and irreverent humor.
-
D.
Hawkeye
Hawkeye is a Marvel Cinematic Universe Disney+ series centered on the archer superhero Clint Barton and his protégé Kate Bishop.
-
E.
Adam Holender
Adam Holender is a Polish-born American cinematographer best known for shooting the influential 1969 film "Midnight Cowboy."
- 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_69ab4b77febc819095603eb012cd141b |
completed | March 6, 2026, 9:47 p.m. |
| NER | Named-entity recognition | batch_69abdb11c66c81909058f2978aa5fae9 |
completed | March 7, 2026, 8 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69afc036a5f88190aeb828829356ef47 |
completed | March 10, 2026, 6:54 a.m. |
| NEDg | Description generation | batch_69afc19c5f6481909ff1ad0c7f3bafc8 |
completed | March 10, 2026, 7 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69afc1c9440c8190abf9dc063109af45 |
completed | March 10, 2026, 7:01 a.m. |
Created at: March 6, 2026, 9:56 p.m.