Triple
T7658402
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bobbi Morse |
E173441
|
entity |
| Predicate | affiliation |
P10
|
FINISHED |
| Object |
S.H.I.E.L.D. Science Division
The S.H.I.E.L.D. Science Division is a specialized branch of the S.H.I.E.L.D. organization focused on advanced scientific research, technology development, and support for field operations in the Marvel universe.
|
E679772
|
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: S.H.I.E.L.D. Science Division | Statement: [Bobbi Morse, affiliation, S.H.I.E.L.D. Science Division]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: S.H.I.E.L.D. Science Division Context triple: [Bobbi Morse, affiliation, S.H.I.E.L.D. Science Division]
-
A.
S.W.O.R.D.
S.W.O.R.D. is a fictional intelligence and defense agency in the Marvel Cinematic Universe that specializes in monitoring and responding to extraterrestrial and superhuman threats.
-
B.
Scientific Investigation Division
The Scientific Investigation Division is the forensic science and crime laboratory branch of the Los Angeles Police Department, responsible for analyzing physical evidence to support criminal investigations.
-
C.
División de Inteligencia
La División de Inteligencia es la principal unidad de inteligencia militar del Ejército de Chile, encargada de la recolección, análisis y producción de información estratégica y táctica para la defensa nacional.
-
D.
S.T.A.R. Labs
S.T.A.R. Labs is a prominent fictional scientific research organization in DC Comics, known for its advanced technology, metahuman studies, and support of various superheroes.
-
E.
Observer Corps
The Observer Corps was a British civilian organization that visually tracked and reported aircraft movements to support the country’s air defense, especially during World War II.
- 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: S.H.I.E.L.D. Science Division Triple: [Bobbi Morse, affiliation, S.H.I.E.L.D. Science Division]
Generated description
The S.H.I.E.L.D. Science Division is a specialized branch of the S.H.I.E.L.D. organization focused on advanced scientific research, technology development, and support for field operations in the Marvel universe.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: S.H.I.E.L.D. Science Division Target entity description: The S.H.I.E.L.D. Science Division is a specialized branch of the S.H.I.E.L.D. organization focused on advanced scientific research, technology development, and support for field operations in the Marvel universe.
-
A.
S.W.O.R.D.
S.W.O.R.D. is a fictional intelligence and defense agency in the Marvel Cinematic Universe that specializes in monitoring and responding to extraterrestrial and superhuman threats.
-
B.
Scientific Investigation Division
The Scientific Investigation Division is the forensic science and crime laboratory branch of the Los Angeles Police Department, responsible for analyzing physical evidence to support criminal investigations.
-
C.
División de Inteligencia
La División de Inteligencia es la principal unidad de inteligencia militar del Ejército de Chile, encargada de la recolección, análisis y producción de información estratégica y táctica para la defensa nacional.
-
D.
S.T.A.R. Labs
S.T.A.R. Labs is a prominent fictional scientific research organization in DC Comics, known for its advanced technology, metahuman studies, and support of various superheroes.
-
E.
Observer Corps
The Observer Corps was a British civilian organization that visually tracked and reported aircraft movements to support the country’s air defense, especially during World War II.
- 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_69c69955517c819085bc715b96d304d2 |
completed | March 27, 2026, 2:51 p.m. |
| NER | Named-entity recognition | batch_69c7019161548190855a5b1e9f5d7e99 |
completed | March 27, 2026, 10:15 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c89b0d345081909a1d4475fa3876f5 |
completed | March 29, 2026, 3:22 a.m. |
| NEDg | Description generation | batch_69c89d77b7cc81908120da0121c94537 |
completed | March 29, 2026, 3:33 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c89ddd81a88190924d41529e94b06b |
completed | March 29, 2026, 3:34 a.m. |
Created at: March 27, 2026, 3:59 p.m.