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.