Triple
T7729895
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Agents of S.H.I.E.L.D. |
E175222
|
entity |
| Predicate | mainCharacter |
P1183
|
FINISHED |
| Object | Melinda May |
E282435
|
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: Melinda May | Statement: [Agents of S.H.I.E.L.D., mainCharacter, Melinda May]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Melinda May Context triple: [Agents of S.H.I.E.L.D., mainCharacter, Melinda May]
-
A.
Melinda May
chosen
Melinda May is a highly skilled S.H.I.E.L.D. agent and pilot in the Marvel universe, renowned for her combat expertise, stoic demeanor, and loyalty to Director Phil Coulson's team.
-
B.
Dr. Liet-Kynes
Dr. Liet-Kynes is the Imperial planetologist and secret Fremen ally on Arrakis in the 2021 film "Dune," serving as a key figure in the planet’s ecological and political struggles.
-
C.
Commander Kelly Grayson
Commander Kelly Grayson is a central character on the sci-fi comedy-drama series "The Orville," serving as the ship's first officer and the ex-wife of Captain Ed Mercer.
-
D.
Teyla Emmagan
Teyla Emmagan is a skilled Athosian leader and warrior in the science fiction television series Stargate Atlantis, known for her diplomatic abilities, combat prowess, and connection to the Wraith.
-
E.
T’Pol
T’Pol is a Vulcan science officer who serves as first officer aboard the starship Enterprise NX-01 in the 22nd century, playing a key role in early Human-Vulcan relations in Star Trek: Enterprise.
- 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_69c6995e912c81909a49a2657103f786 |
completed | March 27, 2026, 2:51 p.m. |
| NER | Named-entity recognition | batch_69c703358cf881909df8496d943d6de7 |
completed | March 27, 2026, 10:22 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c8b52adf6481908cb78e7cc7c4266d |
completed | March 29, 2026, 5:14 a.m. |
Created at: March 27, 2026, 4:06 p.m.