Triple

T14748768
Position Surface form Disambiguated ID Type / Status
Subject Artis Martineau E346545 entity
Predicate spouse P13 FINISHED
Object Ross Lockhart
Ross Lockhart is an American editor and publisher best known as the founder of the independent horror and speculative fiction press Word Horde.
E1118009 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: Ross Lockhart | Statement: [Artis Martineau, spouse, Ross Lockhart]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ross Lockhart
Context triple: [Artis Martineau, spouse, Ross Lockhart]
  • A. Ross Lockhart
    Ross Lockhart is the wealthy, emotionally distant father at the center of Don DeLillo’s novel "Zero K," whose involvement with a cryogenic preservation facility drives the book’s exploration of mortality and technology.
  • B. Cole Lockhart
    Cole Lockhart is a central character in the television drama "The Affair," portrayed as a struggling Montauk fisherman and restaurateur whose life is upended by infidelity, grief, and shifting family loyalties.
  • C. Rob Barton
    Rob Barton is a musician best known for his past role as a member of the British synth-pop band The Human League.
  • D. Joseph Stonestreet
    Joseph Stonestreet is an American singer best known as an early member of the R&B group Blackstreet.
  • E. Phil Drummond
    Phil Drummond is a British electronic music producer and DJ known for his work in the house and dance music scenes.
  • 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: Ross Lockhart
Triple: [Artis Martineau, spouse, Ross Lockhart]
Generated description
Ross Lockhart is an American editor and publisher best known as the founder of the independent horror and speculative fiction press Word Horde.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ross Lockhart
Target entity description: Ross Lockhart is an American editor and publisher best known as the founder of the independent horror and speculative fiction press Word Horde.
  • A. Ross Lockhart
    Ross Lockhart is the wealthy, emotionally distant father at the center of Don DeLillo’s novel "Zero K," whose involvement with a cryogenic preservation facility drives the book’s exploration of mortality and technology.
  • B. Cole Lockhart
    Cole Lockhart is a central character in the television drama "The Affair," portrayed as a struggling Montauk fisherman and restaurateur whose life is upended by infidelity, grief, and shifting family loyalties.
  • C. Rob Barton
    Rob Barton is a musician best known for his past role as a member of the British synth-pop band The Human League.
  • D. Joseph Stonestreet
    Joseph Stonestreet is an American singer best known as an early member of the R&B group Blackstreet.
  • E. Phil Drummond
    Phil Drummond is a British electronic music producer and DJ known for his work in the house and dance music scenes.
  • 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_69d822e6f1c88190bc494d491a907114 completed April 9, 2026, 10:06 p.m.
NER Named-entity recognition batch_69dec7d2e1748190b16ede681fe52872 completed April 14, 2026, 11:03 p.m.
NED1 Entity disambiguation (via context triple) batch_69fdfb982b5c8190a0340be2186f8b81 completed May 8, 2026, 3:04 p.m.
NEDg Description generation batch_69fdfea2b720819089110c02dbd848bd completed May 8, 2026, 3:17 p.m.
NED2 Entity disambiguation (via description) batch_69fdff1368e48190bc079645996d85d8 completed May 8, 2026, 3:19 p.m.
Created at: April 10, 2026, 1:30 a.m.