Triple

T20697599
Position Surface form Disambiguated ID Type / Status
Subject Arakko (Mars) E508696 entity
Predicate terraformedBy P141135 FINISHED
Object Hope Summers
Hope Summers is a powerful mutant from Marvel's X-Men universe, known for her ability to manipulate and amplify other mutants' powers and her central role in major mutant events and resurrections.
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: [Arakko (Mars), terraformedBy, Hope Summers]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Hope Summers
Context triple: [Arakko (Mars), terraformedBy, Hope Summers]
  • A. 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.
  • B. Rachel Summers
    Rachel Summers is a powerful Marvel Comics mutant and time-traveling telepath/telekinetic, best known as the daughter of Cyclops and Jean Grey and as a prominent member of the X-Men.
  • C. Iris Colleen Summers
    Iris Colleen Summers, better known by her stage name Mary Ford, was an American vocalist and guitarist famed for her innovative multi-tracked recordings and hit duets with guitarist Les Paul in the 1950s.
  • D. 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.
  • E. Emma Frost
    Emma Frost is a British screenwriter and television producer known for creating and writing historical drama series such as The White Queen and The White Princess.
  • 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: [Arakko (Mars), terraformedBy, Hope Summers]
Generated description
Hope Summers is a powerful mutant from Marvel's X-Men universe, known for her ability to manipulate and amplify other mutants' powers and her central role in major mutant events and resurrections.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Hope Summers
Target entity description: Hope Summers is a powerful mutant from Marvel's X-Men universe, known for her ability to manipulate and amplify other mutants' powers and her central role in major mutant events and resurrections.
  • A. Hope Summers chosen
    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.
  • B. Rachel Summers
    Rachel Summers is a powerful Marvel Comics mutant and time-traveling telepath/telekinetic, best known as the daughter of Cyclops and Jean Grey and as a prominent member of the X-Men.
  • C. Iris Colleen Summers
    Iris Colleen Summers, better known by her stage name Mary Ford, was an American vocalist and guitarist famed for her innovative multi-tracked recordings and hit duets with guitarist Les Paul in the 1950s.
  • D. 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.
  • E. Emma Frost
    Emma Frost is a British screenwriter and television producer known for creating and writing historical drama series such as The White Queen and The White Princess.
  • F. None of above.

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_69e0b4c2b2a481909e31e9cb8f81ab55 completed April 16, 2026, 10:06 a.m.
NER Named-entity recognition batch_69e6c1132178819081086e085f7b3ff8 completed April 21, 2026, 12:13 a.m.
NED1 Entity disambiguation (via context triple) batch_6a08d7e94aa08190973e4d4f36a7b6f0 completed May 16, 2026, 8:47 p.m.
NEDg Description generation batch_6a08d89983608190acb8f2b8b9483574 completed May 16, 2026, 8:50 p.m.
NED2 Entity disambiguation (via description) batch_6a08d9693acc8190acc75cbbf06b62da completed May 16, 2026, 8:54 p.m.
Created at: April 16, 2026, 12:11 p.m.