Triple

T15576935
Position Surface form Disambiguated ID Type / Status
Subject Marc Spector E374392 entity
Predicate family P566 FINISHED
Object Randall Spector
Randall Spector is a character in Marvel Comics, known as the troubled and often villainous brother of Moon Knight (Marc Spector).
 E1167837 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: Randall Spector | Statement: [Marc Spector, family, Randall Spector]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Randall Spector
Context triple: [Marc Spector, family, Randall Spector]
  • A. Don Shebib
    Don Shebib is a Canadian film director, producer, and editor best known for his influential 1970 drama "Goin' Down the Road," a landmark of Canadian cinema.
  • B. Alan Siegel
    Alan Siegel is a film producer best known for his long-running collaboration with actor Gerard Butler on action and thriller movies.
  • C. Peter Mehlman
    Peter Mehlman is an American television writer and producer best known for his work on the sitcom "Seinfeld," where he penned several of the show's most iconic episodes.
  • D. Joel Singer
    Joel Singer is an American filmmaker and cinematographer best known for his experimental and collaborative film work with poet and avant-garde filmmaker James Broughton in the 1970s and 1980s.
  • E. Cliff Dorfman
    Cliff Dorfman is an American screenwriter and filmmaker best known for co-writing the acclaimed sports drama film "Warrior" (2011).
  • 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: Randall Spector
Triple: [Marc Spector, family, Randall Spector]
Generated description
Randall Spector is a character in Marvel Comics, known as the troubled and often villainous brother of Moon Knight (Marc Spector).
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Randall Spector
Target entity description: Randall Spector is a character in Marvel Comics, known as the troubled and often villainous brother of Moon Knight (Marc Spector).
  • A. Don Shebib
    Don Shebib is a Canadian film director, producer, and editor best known for his influential 1970 drama "Goin' Down the Road," a landmark of Canadian cinema.
  • B. Alan Siegel
    Alan Siegel is a film producer best known for his long-running collaboration with actor Gerard Butler on action and thriller movies.
  • C. Peter Mehlman
    Peter Mehlman is an American television writer and producer best known for his work on the sitcom "Seinfeld," where he penned several of the show's most iconic episodes.
  • D. Joel Singer
    Joel Singer is an American filmmaker and cinematographer best known for his experimental and collaborative film work with poet and avant-garde filmmaker James Broughton in the 1970s and 1980s.
  • E. Cliff Dorfman
    Cliff Dorfman is an American screenwriter and filmmaker best known for co-writing the acclaimed sports drama film "Warrior" (2011).
  • 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_69ff5f30e48881908b30a71796fe0d72 completed May 9, 2026, 4:22 p.m.
NEDg Description generation batch_69ff605d94308190bccbfb4588f337e1 completed May 9, 2026, 4:27 p.m.
NED2 Entity disambiguation (via description) batch_69ff612340748190987e567e43460f62 completed May 9, 2026, 4:30 p.m.
Created at: April 10, 2026, 4:11 a.m.