Triple

T178236
Position Surface form Disambiguated ID Type / Status
Subject Lunar Society of Birmingham E3622 entity
Predicate hasMember P10 FINISHED
Object Matthew Boulton
Matthew Boulton was an influential 18th-century English manufacturer and industrialist, best known for his partnership with James Watt in developing and commercializing steam engines during the Industrial Revolution.
E22499 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 Boulton | Statement: [Lunar Society of Birmingham, hasMember, Matthew Boulton]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Matthew Boulton
Context triple: [Lunar Society of Birmingham, hasMember, Matthew Boulton]
  • A. Josiah Wedgwood I
    Josiah Wedgwood I was an influential 18th-century English potter, entrepreneur, and abolitionist whose innovations helped transform pottery into a modern industrial art and business.
  • B. Richard Arkwright
    Richard Arkwright was an English inventor and entrepreneur whose development of water-powered spinning machinery and factory-based textile production made him a pivotal figure in the early Industrial Revolution.
  • C. James Watt
    James Watt was an 18th-century Scottish engineer and inventor whose improvements to the steam engine were crucial in driving the Industrial Revolution.
  • D. Samuel Crompton
    Samuel Crompton was an English inventor best known for creating the spinning mule, a pivotal textile machine that greatly advanced cotton spinning during the Industrial Revolution.
  • E. Fred Niblo
    Fred Niblo was an American film director and actor best known for his work during the silent era, including classics like "Ben-Hur: A Tale of the Christ" (1925).
  • 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 Boulton
Triple: [Lunar Society of Birmingham, hasMember, Matthew Boulton]
Generated description
Matthew Boulton was an influential 18th-century English manufacturer and industrialist, best known for his partnership with James Watt in developing and commercializing steam engines during the Industrial Revolution.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Matthew Boulton
Target entity description: Matthew Boulton was an influential 18th-century English manufacturer and industrialist, best known for his partnership with James Watt in developing and commercializing steam engines during the Industrial Revolution.
  • A. Josiah Wedgwood I
    Josiah Wedgwood I was an influential 18th-century English potter, entrepreneur, and abolitionist whose innovations helped transform pottery into a modern industrial art and business.
  • B. Richard Arkwright
    Richard Arkwright was an English inventor and entrepreneur whose development of water-powered spinning machinery and factory-based textile production made him a pivotal figure in the early Industrial Revolution.
  • C. James Watt
    James Watt was an 18th-century Scottish engineer and inventor whose improvements to the steam engine were crucial in driving the Industrial Revolution.
  • D. Samuel Crompton
    Samuel Crompton was an English inventor best known for creating the spinning mule, a pivotal textile machine that greatly advanced cotton spinning during the Industrial Revolution.
  • E. Fred Niblo
    Fred Niblo was an American film director and actor best known for his work during the silent era, including classics like "Ben-Hur: A Tale of the Christ" (1925).
  • 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_69a25374990081909766d30c79a18e0e completed Feb. 28, 2026, 2:31 a.m.
NER Named-entity recognition batch_69a258fe7bb08190a56f4a54cadd2fef completed Feb. 28, 2026, 2:54 a.m.
NED1 Entity disambiguation (via context triple) batch_69a2ee8a9e488190958091fb3bcf2d01 completed Feb. 28, 2026, 1:32 p.m.
NEDg Description generation batch_69a2ef062c6c8190b50d1c1102161259 completed Feb. 28, 2026, 1:35 p.m.
NED2 Entity disambiguation (via description) batch_69a2ef8234bc81909449654ee2f4c000 completed Feb. 28, 2026, 1:37 p.m.
Created at: Feb. 28, 2026, 2:39 a.m.