Triple
T7729898
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Agents of S.H.I.E.L.D. |
E175222
|
entity |
| Predicate | mainCharacter |
P1183
|
FINISHED |
| Object |
Jemma Simmons
Jemma Simmons is a brilliant biochemist and S.H.I.E.L.D. agent in the Marvel universe, known for her scientific expertise, courage, and close partnership with Leo Fitz.
|
E685556
|
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: Jemma Simmons | Statement: [Agents of S.H.I.E.L.D., mainCharacter, Jemma Simmons]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Jemma Simmons Context triple: [Agents of S.H.I.E.L.D., mainCharacter, Jemma Simmons]
-
A.
Daisy Johnson
Daisy Johnson is a powerful Inhuman superhero and skilled S.H.I.E.L.D. agent in Marvel Comics, best known by the codename Quake for her seismic vibration abilities and leadership roles.
-
B.
Martha Coleman
Martha Coleman is a film producer known for her work on the British comedy-drama "Praise."
-
C.
Maria Hill
Maria Hill is a high-ranking S.H.I.E.L.D. operative and close ally of Nick Fury who frequently coordinates and supports the Avengers in the Marvel Cinematic Universe.
-
D.
Maria Rambeau
Maria Rambeau is a skilled U.S. Air Force pilot and close friend of Carol Danvers in the Marvel Cinematic Universe, prominently featured in the film "Captain Marvel."
-
E.
Monica Rambeau
Monica Rambeau is a Marvel Comics superhero and S.W.O.R.D. agent who gains energy-based powers and becomes a key figure in the Marvel Cinematic Universe.
- 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: Jemma Simmons Triple: [Agents of S.H.I.E.L.D., mainCharacter, Jemma Simmons]
Generated description
Jemma Simmons is a brilliant biochemist and S.H.I.E.L.D. agent in the Marvel universe, known for her scientific expertise, courage, and close partnership with Leo Fitz.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Jemma Simmons Target entity description: Jemma Simmons is a brilliant biochemist and S.H.I.E.L.D. agent in the Marvel universe, known for her scientific expertise, courage, and close partnership with Leo Fitz.
-
A.
Daisy Johnson
Daisy Johnson is a powerful Inhuman superhero and skilled S.H.I.E.L.D. agent in Marvel Comics, best known by the codename Quake for her seismic vibration abilities and leadership roles.
-
B.
Martha Coleman
Martha Coleman is a film producer known for her work on the British comedy-drama "Praise."
-
C.
Maria Hill
Maria Hill is a high-ranking S.H.I.E.L.D. operative and close ally of Nick Fury who frequently coordinates and supports the Avengers in the Marvel Cinematic Universe.
-
D.
Maria Rambeau
Maria Rambeau is a skilled U.S. Air Force pilot and close friend of Carol Danvers in the Marvel Cinematic Universe, prominently featured in the film "Captain Marvel."
-
E.
Monica Rambeau
Monica Rambeau is a Marvel Comics superhero and S.W.O.R.D. agent who gains energy-based powers and becomes a key figure in the Marvel Cinematic Universe.
- 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_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_69c8be3244088190be26dec90db9cfb3 |
completed | March 29, 2026, 5:52 a.m. |
| NEDg | Description generation | batch_69c8bf141c8081908c33dab4d90943b0 |
completed | March 29, 2026, 5:56 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c8bf8c4bdc81909c74f7b4ec524177 |
completed | March 29, 2026, 5:58 a.m. |
Created at: March 27, 2026, 4:06 p.m.