Triple

T9133669
Position Surface form Disambiguated ID Type / Status
Subject Avengers vs. X-Men E219148 entity
Predicate majorCharacter P12208 FINISHED
Object Hope Summers
Hope Summers is a powerful mutant in Marvel Comics, often associated with the Phoenix Force and central to major X-Men storylines involving mutant survival and rebirth.
E780893 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: Hope Summers | Statement: [Avengers vs. X-Men, majorCharacter, Hope Summers]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Hope Summers
Context triple: [Avengers vs. X-Men, majorCharacter, Hope Summers]
  • A. Jean Grey
    Jean Grey is a powerful mutant telepath and telekinetic from Marvel’s X-Men universe, known for her central role in the Phoenix storyline and her complex struggle to control her immense abilities.
  • B. Emma Frost
    Emma Frost is a powerful telepathic mutant in Marvel's X-Men universe, known for her diamond-hard secondary form, complex moral alignment, and roles as both villainous White Queen of the Hellfire Club and later a key member and leader of the X-Men.
  • C. Kitty Pryde
    Kitty Pryde is a Marvel Comics mutant superhero and longtime member of the X-Men, known for her ability to phase through solid matter and her roles as Shadowcat and later team leader.
  • D. Violet Campbell
    Violet Campbell was the wife of British character actor Nigel Bruce, known for his portrayal of Dr. Watson in the classic Sherlock Holmes films.
  • E. Ororo Munroe
    Ororo Munroe, better known as Storm, is a powerful mutant superhero in Marvel Comics who can control the weather and is a prominent member and leader of the X-Men.
  • 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: Hope Summers
Triple: [Avengers vs. X-Men, majorCharacter, Hope Summers]
Generated description
Hope Summers is a powerful mutant in Marvel Comics, often associated with the Phoenix Force and central to major X-Men storylines involving mutant survival and rebirth.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Hope Summers
Target entity description: Hope Summers is a powerful mutant in Marvel Comics, often associated with the Phoenix Force and central to major X-Men storylines involving mutant survival and rebirth.
  • A. Jean Grey
    Jean Grey is a powerful mutant telepath and telekinetic from Marvel’s X-Men universe, known for her central role in the Phoenix storyline and her complex struggle to control her immense abilities.
  • B. Emma Frost
    Emma Frost is a powerful telepathic mutant in Marvel's X-Men universe, known for her diamond-hard secondary form, complex moral alignment, and roles as both villainous White Queen of the Hellfire Club and later a key member and leader of the X-Men.
  • C. Kitty Pryde
    Kitty Pryde is a Marvel Comics mutant superhero and longtime member of the X-Men, known for her ability to phase through solid matter and her roles as Shadowcat and later team leader.
  • D. Violet Campbell
    Violet Campbell was the wife of British character actor Nigel Bruce, known for his portrayal of Dr. Watson in the classic Sherlock Holmes films.
  • E. Ororo Munroe
    Ororo Munroe, better known as Storm, is a powerful mutant superhero in Marvel Comics who can control the weather and is a prominent member and leader of the X-Men.
  • 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_69ca83debfc0819095800583e97ab10f completed March 30, 2026, 2:08 p.m.
NER Named-entity recognition batch_69cca8dccecc81908d8fc641c419ca6a completed April 1, 2026, 5:10 a.m.
NED1 Entity disambiguation (via context triple) batch_69d047e5ad5481909b7e62bee4d57492 completed April 3, 2026, 11:06 p.m.
NEDg Description generation batch_69d048dbcfe08190afb6ee816e22ddfc completed April 3, 2026, 11:10 p.m.
NED2 Entity disambiguation (via description) batch_69d049b159d08190ad426bb7f9bcafb1 completed April 3, 2026, 11:13 p.m.
Created at: March 30, 2026, 7:18 p.m.