Triple

T15576983
Position Surface form Disambiguated ID Type / Status
Subject Steven Grant E374393 entity
Predicate basedOn P98 FINISHED
Object Steven Grant (Marvel Comics)
Steven Grant is a fictional persona of the Marvel Comics character Moon Knight, serving as one of Marc Spector’s alternate identities, often depicted as a wealthy businessman or mild-mannered civilian depending on the continuity.
 E1164691 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: Steven Grant (Marvel Comics) | Statement: [Steven Grant, basedOn, Steven Grant (Marvel Comics)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Steven Grant (Marvel Comics)
Context triple: [Steven Grant, basedOn, Steven Grant (Marvel Comics)]
  • A. Jimi Simmons
    Jimi Simmons is a Native American activist known for his involvement in Indigenous rights and prison reform movements in the United States.
  • B. Everett K. Ross (Marvel Comics)
    Everett K. Ross (Marvel Comics) is a U.S. government liaison and ally to Black Panther, often serving as comic relief and a point-of-view character in stories involving Wakanda.
  • C. Jonathan Lowell Spencer Storm
    Jonathan Lowell Spencer Storm is the real name of Johnny Storm, the Human Torch, a founding member of Marvel Comics' superhero team the Fantastic Four.
  • D. Danny Ketch
    Danny Ketch is a Marvel Comics character best known as a modern incarnation of Ghost Rider, a supernatural antihero bonded to the Spirit of Vengeance.
  • E. John Drake
    John Drake is the resourceful and unflappable secret agent protagonist of the 1960s British television series "Danger Man."
  • 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: Steven Grant (Marvel Comics)
Triple: [Steven Grant, basedOn, Steven Grant (Marvel Comics)]
Generated description
Steven Grant is a fictional persona of the Marvel Comics character Moon Knight, serving as one of Marc Spector’s alternate identities, often depicted as a wealthy businessman or mild-mannered civilian depending on the continuity.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Steven Grant (Marvel Comics)
Target entity description: Steven Grant is a fictional persona of the Marvel Comics character Moon Knight, serving as one of Marc Spector’s alternate identities, often depicted as a wealthy businessman or mild-mannered civilian depending on the continuity.
  • A. Jimi Simmons
    Jimi Simmons is a Native American activist known for his involvement in Indigenous rights and prison reform movements in the United States.
  • B. Everett K. Ross (Marvel Comics)
    Everett K. Ross (Marvel Comics) is a U.S. government liaison and ally to Black Panther, often serving as comic relief and a point-of-view character in stories involving Wakanda.
  • C. Jonathan Lowell Spencer Storm
    Jonathan Lowell Spencer Storm is the real name of Johnny Storm, the Human Torch, a founding member of Marvel Comics' superhero team the Fantastic Four.
  • D. Danny Ketch
    Danny Ketch is a Marvel Comics character best known as a modern incarnation of Ghost Rider, a supernatural antihero bonded to the Spirit of Vengeance.
  • E. John Drake
    John Drake is the resourceful and unflappable secret agent protagonist of the 1960s British television series "Danger Man."
  • 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_69d85ccd575081908909b71a3f3e3a61 completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69e04e22c89081909b1ec0cd36a1ef45 completed April 16, 2026, 2:49 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff4c4978ec8190a57de5d9a2ec6653 completed May 9, 2026, 3:01 p.m.
NEDg Description generation batch_69ff4d0678648190b61fbe79a60da8ec completed May 9, 2026, 3:04 p.m.
NED2 Entity disambiguation (via description) batch_69ff4d9258148190b21201bb09e16999 completed May 9, 2026, 3:06 p.m.
Created at: April 10, 2026, 4:11 a.m.