Triple

T13734691
Position Surface form Disambiguated ID Type / Status
Subject Unmap E329905 entity
Predicate hasContributor P4244 FINISHED
Object Matthew Skemp
Matthew Skemp is a contributor to the project or work titled "Unmap," likely involved in its creation or development.
E1076282 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: Matthew Skemp | Statement: [Unmap, hasContributor, Matthew Skemp]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Matthew Skemp
Context triple: [Unmap, hasContributor, Matthew Skemp]
  • A. Matthew Skemp
    Matthew Skemp is a musician best known as a member of the experimental indie rock band Volcano Choir.
  • B. Matthew Skemp
    Matthew Skemp is a musician best known as a member of the experimental indie rock band Collections of Colonies of Bees.
  • C. Matthew Weaver
    Matthew Weaver is a film and theater producer best known for his work on the rock musical and subsequent film adaptation "Rock of Ages."
  • D. Matthew Kellard
    Matthew Kellard is a screenwriter known for his work on the film "Night School."
  • E. Matthew Benham
    Matthew Benham is an English professional gambler and businessman best known for using data-driven, analytics-based methods to transform Brentford F.C. from the lower leagues into a successful, Premier League club.
  • 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: Matthew Skemp
Triple: [Unmap, hasContributor, Matthew Skemp]
Generated description
Matthew Skemp is a contributor to the project or work titled "Unmap," likely involved in its creation or development.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Matthew Skemp
Target entity description: Matthew Skemp is a contributor to the project or work titled "Unmap," likely involved in its creation or development.
  • A. Matthew Skemp
    Matthew Skemp is a musician best known as a member of the experimental indie rock band Volcano Choir.
  • B. Matthew Skemp
    Matthew Skemp is a musician best known as a member of the experimental indie rock band Collections of Colonies of Bees.
  • C. Matthew Weaver
    Matthew Weaver is a film and theater producer best known for his work on the rock musical and subsequent film adaptation "Rock of Ages."
  • D. Matthew Kellard
    Matthew Kellard is a screenwriter known for his work on the film "Night School."
  • E. Matthew Benham
    Matthew Benham is an English professional gambler and businessman best known for using data-driven, analytics-based methods to transform Brentford F.C. from the lower leagues into a successful, Premier League club.
  • 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_69d80772315881908f980cae40d91664 completed April 9, 2026, 8:09 p.m.
NER Named-entity recognition batch_69de0201d3c48190aa306be231a28bc1 completed April 14, 2026, 8:59 a.m.
NED1 Entity disambiguation (via context triple) batch_69fbc315ff848190a6c8cbd5b90db7fc completed May 6, 2026, 10:39 p.m.
NEDg Description generation batch_69fc43c344c08190b5afa023f5009cb4 completed May 7, 2026, 7:48 a.m.
NED2 Entity disambiguation (via description) batch_69fc444630408190b368611373265973 completed May 7, 2026, 7:50 a.m.
Created at: April 9, 2026, 9:55 p.m.