Triple

T15798267
Position Surface form Disambiguated ID Type / Status
Subject Heavenly E383035 entity
Predicate hasMember P10 FINISHED
Object Mathew Fletcher
Mathew Fletcher is a member of the British electronic music duo Heavenly, known for their melodic, synth-driven sound.
E1180291 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: Mathew Fletcher | Statement: [Heavenly, hasMember, Mathew Fletcher]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Mathew Fletcher
Context triple: [Heavenly, hasMember, Mathew Fletcher]
  • A. Sean Fletcher
    Sean Fletcher is a fictional character from the 1995 romantic comedy film "Nine Months," which centers on the upheaval caused by an unexpected pregnancy.
  • B. Mathew Prichard
    Mathew Prichard is a British television producer and the grandson of famed mystery writer Agatha Christie, known for overseeing adaptations of her works.
  • C. Mathew Caldwell
    Mathew Caldwell was a 19th-century Texas figure, known as a soldier and political leader during the era of the Texas Revolution.
  • D. 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."
  • E. Michael Fottrell
    Michael Fottrell is a film producer best known for his work on major action franchises, including entries in the Fast & Furious series.
  • 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: Mathew Fletcher
Triple: [Heavenly, hasMember, Mathew Fletcher]
Generated description
Mathew Fletcher is a member of the British electronic music duo Heavenly, known for their melodic, synth-driven sound.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Mathew Fletcher
Target entity description: Mathew Fletcher is a member of the British electronic music duo Heavenly, known for their melodic, synth-driven sound.
  • A. Sean Fletcher
    Sean Fletcher is a fictional character from the 1995 romantic comedy film "Nine Months," which centers on the upheaval caused by an unexpected pregnancy.
  • B. Mathew Prichard
    Mathew Prichard is a British television producer and the grandson of famed mystery writer Agatha Christie, known for overseeing adaptations of her works.
  • C. Mathew Caldwell
    Mathew Caldwell was a 19th-century Texas figure, known as a soldier and political leader during the era of the Texas Revolution.
  • D. 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."
  • E. Michael Fottrell
    Michael Fottrell is a film producer best known for his work on major action franchises, including entries in the Fast & Furious series.
  • 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_69d86da16e188190b89af699f1ed0bfe completed April 10, 2026, 3:25 a.m.
NER Named-entity recognition batch_69e0b4def80481908f72733ce9133bc6 completed April 16, 2026, 10:07 a.m.
NED1 Entity disambiguation (via context triple) batch_69ffa12f92e48190bc2886f4070cfc70 completed May 9, 2026, 9:03 p.m.
NEDg Description generation batch_69ffa417ee248190808b0fecfb58d705 completed May 9, 2026, 9:16 p.m.
NED2 Entity disambiguation (via description) batch_69ffa5372f248190827cdc4985fee1ef completed May 9, 2026, 9:20 p.m.
Created at: April 10, 2026, 4:48 a.m.