Triple

T16007481
Position Surface form Disambiguated ID Type / Status
Subject Benjamin Linus E388254 entity
Predicate associatedWith P37 FINISHED
Object John Locke
John Locke was a 17th-century English philosopher whose writings on empiricism, natural rights, and government profoundly influenced modern political theory and the development of liberal democracy.
E7047 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: John Locke | Statement: [Benjamin Linus, associatedWith, John Locke]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: John Locke
Context triple: [Benjamin Linus, associatedWith, John Locke]
  • A. John Locke
    John Locke was a 17th-century English philosopher whose ideas on natural rights, government by consent, and the social contract became foundational to modern liberal political thought.
  • B. Locke
    Locke is a common English surname historically associated with occupations such as locksmithing and has been borne by notable figures including philosophers and politicians.
  • C. Locke
    "Locke" is a 2013 British drama film presented almost entirely in real time, featuring Tom Hardy as a construction manager whose life unravels during a solitary nighttime car journey.
  • D. Locke
    Locke is a ruthless Bolton henchman in "Game of Thrones" known for his cruelty and role in tormenting key characters.
  • E. Thomas Hobbes
    Thomas Hobbes was a 17th-century English philosopher best known for his political theory of social contract and his seminal work "Leviathan," which argued for strong centralized authority to prevent societal chaos.
  • 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: John Locke
Triple: [Benjamin Linus, associatedWith, John Locke]
Generated description
John Locke was a 17th-century English philosopher whose writings on empiricism, natural rights, and government profoundly influenced modern political theory and the development of liberal democracy.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: John Locke
Target entity description: John Locke was a 17th-century English philosopher whose writings on empiricism, natural rights, and government profoundly influenced modern political theory and the development of liberal democracy.
  • A. John Locke chosen
    John Locke was a 17th-century English philosopher whose ideas on natural rights, government by consent, and the social contract became foundational to modern liberal political thought.
  • B. Locke
    Locke is a common English surname historically associated with occupations such as locksmithing and has been borne by notable figures including philosophers and politicians.
  • C. Locke
    "Locke" is a 2013 British drama film presented almost entirely in real time, featuring Tom Hardy as a construction manager whose life unravels during a solitary nighttime car journey.
  • D. Locke
    Locke is a ruthless Bolton henchman in "Game of Thrones" known for his cruelty and role in tormenting key characters.
  • E. Thomas Hobbes
    Thomas Hobbes was a 17th-century English philosopher best known for his political theory of social contract and his seminal work "Leviathan," which argued for strong centralized authority to prevent societal chaos.
  • 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_69d86dabcb7c8190b6a39d6831d2fa1b completed April 10, 2026, 3:25 a.m.
NER Named-entity recognition batch_69e15800e3608190bd3e1123ccc6c326 completed April 16, 2026, 9:43 p.m.
NED1 Entity disambiguation (via context triple) batch_69ffcf22db3481909141ddef151d0341 completed May 10, 2026, 12:19 a.m.
NEDg Description generation batch_69ffd08186d081909b6e236768dc3cde completed May 10, 2026, 12:25 a.m.
NED2 Entity disambiguation (via description) batch_69ffd0f1914c81908c55df30a27fc0d1 completed May 10, 2026, 12:27 a.m.
Created at: April 10, 2026, 4:55 a.m.