Triple

T16007448
Position Surface form Disambiguated ID Type / Status
Subject Hurley Reyes E388253 entity
Predicate adviser P488 FINISHED
Object Benjamin Linus E388254 NE FINISHED

How this triple was built (3 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: Benjamin Linus | Statement: [Hurley Reyes, adviser, Benjamin Linus]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Benjamin Linus
Context triple: [Hurley Reyes, adviser, Benjamin Linus]
  • A. Benjamin Linus chosen
    Benjamin Linus is a central, manipulative, and enigmatic leader figure in the television series "Lost," known for his complex morality and intricate schemes.
  • B. Ben Mears
    Ben Mears is a novelist and the protagonist of Stephen King’s horror novel "Salem’s Lot," who returns to his childhood town only to confront a spreading vampire infestation.
  • C. Sam Winchester
    Sam Winchester is a central character in the television series "Supernatural," known as a compassionate and intelligent hunter of paranormal creatures who battles alongside his brother Dean.
  • D. Nathan Dane
    Nathan Dane was an American lawyer and statesman best known for drafting the Northwest Ordinance of 1787, which shaped the early expansion and governance of the United States.
  • E. John Winchester
    John Winchester is a central character in the TV series "Supernatural," a former Marine turned monster hunter and the driven, often distant father of Sam and Dean Winchester.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: adviser
Context triple: [Hurley Reyes, adviser, Benjamin Linus]
  • A. advisorOf
    Indicates that one entity serves as an advisor, providing guidance or counsel, to another entity.
  • B. advises chosen
    Indicates that one entity provides guidance, recommendations, or counsel to another entity.
  • C. academicAdvisor
    Indicates that one entity serves as the academic advisor, providing formal guidance and oversight on academic matters, to another entity.
  • D. associatedWithAdvisor
    Indicates that an entity has a relationship of guidance, oversight, or mentorship with a designated advisor.
  • E. academicAdvisorOfAuthor
    Indicates that one person serves as the academic advisor or mentor responsible for guiding the author in their scholarly or research activities.
  • F. None of above.

Provenance (4 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_69d86dabcb7c8190b6a39d6831d2fa1b completed April 10, 2026, 3:25 a.m.
NER Named-entity recognition batch_69e173b3bf6c81909230170e833d7ce7 completed April 16, 2026, 11:41 p.m.
NED1 Entity disambiguation (via context triple) batch_69ffdbca65a4819090109589dba7f7a9 completed May 10, 2026, 1:13 a.m.
PD Predicate disambiguation batch_69e142dc081c819082527e3fa8773460 completed April 16, 2026, 8:13 p.m.
Created at: April 10, 2026, 4:55 a.m.