Triple

T14654169
Position Surface form Disambiguated ID Type / Status
Subject Jennifer Walters (MCU) E344065 entity
Predicate hasAdversary P68850 FINISHED
Object Intelligencia (MCU)
Intelligencia (MCU) is an online hate group and criminal organization that targets Jennifer Walters/She-Hulk through coordinated harassment, doxxing, and anti-superhero extremism.
E1112059 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: Intelligencia (MCU) | Statement: [Jennifer Walters (MCU), hasAdversary, Intelligencia (MCU)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Intelligencia (MCU)
Context triple: [Jennifer Walters (MCU), hasAdversary, Intelligencia (MCU)]
  • 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. CIA (Marvel Cinematic Universe)
    The CIA in the Marvel Cinematic Universe is the United States' primary intelligence agency, frequently involved in covert operations, counterterrorism, and international security efforts that intersect with the activities of superheroes and other organizations like S.H.I.E.L.D.
  • C. Avengers Unity Division
    The Avengers Unity Division is a Marvel Comics superhero team that unites members of the Avengers and the X-Men to promote cooperation between humans and mutants.
  • D. The Other (Marvel Cinematic Universe)
    The Other is a sinister alien emissary and servant of Thanos in the Marvel Cinematic Universe, acting as an intermediary between the Mad Titan and his agents like Loki and Ronan.
  • E. Grandmaster (Marvel Cinematic Universe)
    Grandmaster (Marvel Cinematic Universe) is an eccentric, ancient cosmic ruler of the planet Sakaar who oversees gladiatorial contests and exudes a flamboyant, darkly comedic persona.
  • 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: Intelligencia (MCU)
Triple: [Jennifer Walters (MCU), hasAdversary, Intelligencia (MCU)]
Generated description
Intelligencia (MCU) is an online hate group and criminal organization that targets Jennifer Walters/She-Hulk through coordinated harassment, doxxing, and anti-superhero extremism.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Intelligencia (MCU)
Target entity description: Intelligencia (MCU) is an online hate group and criminal organization that targets Jennifer Walters/She-Hulk through coordinated harassment, doxxing, and anti-superhero extremism.
  • 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. CIA (Marvel Cinematic Universe)
    The CIA in the Marvel Cinematic Universe is the United States' primary intelligence agency, frequently involved in covert operations, counterterrorism, and international security efforts that intersect with the activities of superheroes and other organizations like S.H.I.E.L.D.
  • C. Avengers Unity Division
    The Avengers Unity Division is a Marvel Comics superhero team that unites members of the Avengers and the X-Men to promote cooperation between humans and mutants.
  • D. The Other (Marvel Cinematic Universe)
    The Other is a sinister alien emissary and servant of Thanos in the Marvel Cinematic Universe, acting as an intermediary between the Mad Titan and his agents like Loki and Ronan.
  • E. Grandmaster (Marvel Cinematic Universe)
    Grandmaster (Marvel Cinematic Universe) is an eccentric, ancient cosmic ruler of the planet Sakaar who oversees gladiatorial contests and exudes a flamboyant, darkly comedic persona.
  • 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_69d822e1a2cc81908e5bb93cf61ce3cc completed April 9, 2026, 10:06 p.m.
NER Named-entity recognition batch_69deb518f7dc8190877997ea4cd3eed2 completed April 14, 2026, 9:43 p.m.
NED1 Entity disambiguation (via context triple) batch_69fdd5db85648190b0e5b1c0827fa9f4 completed May 8, 2026, 12:23 p.m.
NEDg Description generation batch_69fdd6ed699c8190919677dcdf2d24d9 completed May 8, 2026, 12:28 p.m.
NED2 Entity disambiguation (via description) batch_69fdd79198108190a3e640eca97b082b completed May 8, 2026, 12:31 p.m.
Created at: April 10, 2026, 1:27 a.m.