Triple

T1952138
Position Surface form Disambiguated ID Type / Status
Subject T'Challa E42180 entity
Predicate notableStoryline P7331 FINISHED
Object Infinity
"Infinity" is a major Marvel Comics crossover event that centers on a cosmic-scale conflict involving the Avengers, the Builders, and Thanos, significantly impacting characters like T'Challa and the wider Marvel Universe.
E219149 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: Infinity | Statement: [T'Challa, notableStoryline, Infinity]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Infinity
Context triple: [T'Challa, notableStoryline, Infinity]
  • A. Against Infinity
    Against Infinity is a science fiction novel by Gregory Benford that explores human colonization and alien mystery on Jupiter’s moon Ganymede.
  • B. Beyond Infinity
    Beyond Infinity is a hard science fiction novel by Gregory Benford that explores far-future cosmic evolution, advanced technology, and humanity’s place in an expanding universe.
  • C. Infinitude (track)
    "Infinitude" is a track from the album "Rosetta," likely contributing to the record’s overall atmospheric and conceptual musical narrative.
  • D. Orders of Infinity
    "Orders of Infinity" is a mathematical treatise by G. H. Hardy that systematically develops the theory of divergent series and the comparative growth rates of functions in analysis.
  • E. The Infinite Plan
    The Infinite Plan is a novel by Isabel Allende that follows the tumultuous life of a man seeking identity and meaning against the backdrop of mid-20th-century American social and political upheaval.
  • 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: Infinity
Triple: [T'Challa, notableStoryline, Infinity]
Generated description
"Infinity" is a major Marvel Comics crossover event that centers on a cosmic-scale conflict involving the Avengers, the Builders, and Thanos, significantly impacting characters like T'Challa and the wider Marvel Universe.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Infinity
Target entity description: "Infinity" is a major Marvel Comics crossover event that centers on a cosmic-scale conflict involving the Avengers, the Builders, and Thanos, significantly impacting characters like T'Challa and the wider Marvel Universe.
  • A. Against Infinity
    Against Infinity is a science fiction novel by Gregory Benford that explores human colonization and alien mystery on Jupiter’s moon Ganymede.
  • B. Beyond Infinity
    Beyond Infinity is a hard science fiction novel by Gregory Benford that explores far-future cosmic evolution, advanced technology, and humanity’s place in an expanding universe.
  • C. Infinitude (track)
    "Infinitude" is a track from the album "Rosetta," likely contributing to the record’s overall atmospheric and conceptual musical narrative.
  • D. Orders of Infinity
    "Orders of Infinity" is a mathematical treatise by G. H. Hardy that systematically develops the theory of divergent series and the comparative growth rates of functions in analysis.
  • E. The Infinite Plan
    The Infinite Plan is a novel by Isabel Allende that follows the tumultuous life of a man seeking identity and meaning against the backdrop of mid-20th-century American social and political upheaval.
  • 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_69a8870e08fc8190a319cbf2600db15f completed March 4, 2026, 7:25 p.m.
NER Named-entity recognition batch_69abb34eb5748190a3ac395252951eba completed March 7, 2026, 5:10 a.m.
NED1 Entity disambiguation (via context triple) batch_69adfbc611fc8190b2f512c744cbc364 completed March 8, 2026, 10:44 p.m.
NEDg Description generation batch_69adfc8efb0c81908bce5a4a13359801 completed March 8, 2026, 10:47 p.m.
NED2 Entity disambiguation (via description) batch_69adfd8115d481909716e11b943cbf61 completed March 8, 2026, 10:51 p.m.
Created at: March 4, 2026, 7:36 p.m.