Triple

T12231941
Position Surface form Disambiguated ID Type / Status
Subject Ghost Rider (Robbie Reyes) E291495 entity
Predicate fullName P16 FINISHED
Object Roberto Reyes
Roberto Reyes is a Marvel Comics character who becomes the supernatural antihero Ghost Rider, known for driving a flaming muscle car instead of the traditional motorcycle.
E1031869 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: Roberto Reyes | Statement: [Ghost Rider (Robbie Reyes), fullName, Roberto Reyes]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Roberto Reyes
Context triple: [Ghost Rider (Robbie Reyes), fullName, Roberto Reyes]
  • A. Sergio Reyes
    Sergio Reyes is a music producer known for his work on the album "Standing in the Spotlight."
  • B. Roberto Henríquez
    Roberto Henríquez is an editor known for his work on the film "Brave."
  • C. Sergio Valenzuela
    Sergio Valenzuela is a notable individual distinguished enough in his field or public life to be specifically recognized as a bearer of the Valenzuela surname.
  • D. Raul Hernandez
    Raul Hernandez was a member of Brigade 2506, the CIA-backed Cuban exile force that participated in the failed 1961 Bay of Pigs invasion against Fidel Castro’s government.
  • E. Roberto Topete
    Roberto Topete is a relatively obscure individual whose name is recognized primarily through limited references rather than widespread public prominence.
  • 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: Roberto Reyes
Triple: [Ghost Rider (Robbie Reyes), fullName, Roberto Reyes]
Generated description
Roberto Reyes is a Marvel Comics character who becomes the supernatural antihero Ghost Rider, known for driving a flaming muscle car instead of the traditional motorcycle.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Roberto Reyes
Target entity description: Roberto Reyes is a Marvel Comics character who becomes the supernatural antihero Ghost Rider, known for driving a flaming muscle car instead of the traditional motorcycle.
  • A. Sergio Reyes
    Sergio Reyes is a music producer known for his work on the album "Standing in the Spotlight."
  • B. Roberto Henríquez
    Roberto Henríquez is an editor known for his work on the film "Brave."
  • C. Sergio Valenzuela
    Sergio Valenzuela is a notable individual distinguished enough in his field or public life to be specifically recognized as a bearer of the Valenzuela surname.
  • D. Raul Hernandez
    Raul Hernandez was a member of Brigade 2506, the CIA-backed Cuban exile force that participated in the failed 1961 Bay of Pigs invasion against Fidel Castro’s government.
  • E. Roberto Topete
    Roberto Topete is a relatively obscure individual whose name is recognized primarily through limited references rather than widespread public prominence.
  • 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_69d6ab668acc8190963ba424049d6aee completed April 8, 2026, 7:24 p.m.
NER Named-entity recognition batch_69d91ca45bd48190b8b7f6b29b6bb25b completed April 10, 2026, 3:52 p.m.
NED1 Entity disambiguation (via context triple) batch_69f716afa8008190b4c518dd6004d87a completed May 3, 2026, 9:34 a.m.
NEDg Description generation batch_69f7179da5488190a10acadbf60ea470 completed May 3, 2026, 9:38 a.m.
NED2 Entity disambiguation (via description) batch_69f71847e7308190ac6f59a7dcafa452 completed May 3, 2026, 9:41 a.m.
Created at: April 8, 2026, 9:51 p.m.