Triple
T10919987
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Taskmaster |
E257921
|
entity |
| Predicate | trained |
P3665
|
FINISHED |
| Object | S.H.I.E.L.D. agents |
E58706
|
NE FINISHED |
How this triple was built (2 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: S.H.I.E.L.D. agents | Statement: [Taskmaster, trained, S.H.I.E.L.D. agents]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: S.H.I.E.L.D. agents Context triple: [Taskmaster, trained, S.H.I.E.L.D. agents]
-
A.
S.H.I.E.L.D.
chosen
S.H.I.E.L.D. is a fictional global espionage and law-enforcement agency in the Marvel Universe that handles superhuman and extraterrestrial threats.
-
B.
Agent Felix Blake in Marvel Cinematic Universe television series
Agent Felix Blake is a S.H.I.E.L.D. operative in the Marvel Cinematic Universe television series, known for his strict adherence to protocol and recurring appearances in shows like Agents of S.H.I.E.L.D. and related tie-ins.
-
C.
Agents of S.H.I.E.L.D.
Agents of S.H.I.E.L.D. is a Marvel Television series set in the Marvel Cinematic Universe that follows a team of S.H.I.E.L.D. agents handling superhuman and extraterrestrial threats.
-
D.
Phil Coulson
Phil Coulson is a prominent S.H.I.E.L.D. agent in the Marvel universe, known for his calm professionalism, loyalty, and key role in uniting the Avengers.
-
E.
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."
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69d6aa864ed88190818280ab6791d065 |
completed | April 8, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69d77081a0c48190b7aa4a482032d1ea |
completed | April 9, 2026, 9:25 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e2171adbbc8190916a5463b6e5c186 |
completed | April 17, 2026, 11:18 a.m. |
Created at: April 8, 2026, 9:22 p.m.