Triple

T178252
Position Surface form Disambiguated ID Type / Status
Subject Lunar Society of Birmingham E3622 entity
Predicate hasMember P10 FINISHED
Object James Brindley
James Brindley was an 18th-century English engineer renowned for pioneering canal construction during the early Industrial Revolution.
E22811 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: James Brindley | Statement: [Lunar Society of Birmingham, hasMember, James Brindley]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: James Brindley
Context triple: [Lunar Society of Birmingham, hasMember, James Brindley]
  • A. John Rennie the Elder
    John Rennie the Elder was a prominent Scottish civil engineer of the late 18th and early 19th centuries, renowned for his innovative work on canals, bridges, and docks across Britain.
  • B. George Stephenson
    George Stephenson was a pioneering English engineer known as the "Father of Railways" for his crucial role in developing early steam locomotives and railway systems during the Industrial Revolution.
  • C. William Smith
    William Smith was an 18th-century American minister and the father of Abigail Adams, who became the second First Lady of the United States.
  • D. 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.
  • E. Christopher Wren
    Christopher Wren was a renowned 17th-century English architect and polymath best known for designing St Paul’s Cathedral and reshaping the cityscape of London after the Great Fire.
  • 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: James Brindley
Triple: [Lunar Society of Birmingham, hasMember, James Brindley]
Generated description
James Brindley was an 18th-century English engineer renowned for pioneering canal construction during the early Industrial Revolution.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: James Brindley
Target entity description: James Brindley was an 18th-century English engineer renowned for pioneering canal construction during the early Industrial Revolution.
  • A. John Rennie the Elder
    John Rennie the Elder was a prominent Scottish civil engineer of the late 18th and early 19th centuries, renowned for his innovative work on canals, bridges, and docks across Britain.
  • B. George Stephenson
    George Stephenson was a pioneering English engineer known as the "Father of Railways" for his crucial role in developing early steam locomotives and railway systems during the Industrial Revolution.
  • C. William Smith
    William Smith was an 18th-century American minister and the father of Abigail Adams, who became the second First Lady of the United States.
  • D. 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.
  • E. Christopher Wren
    Christopher Wren was a renowned 17th-century English architect and polymath best known for designing St Paul’s Cathedral and reshaping the cityscape of London after the Great Fire.
  • 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_69a2f0b4f1708190b766e1d9b43038ed completed Feb. 28, 2026, 1:42 p.m.
NEDg Description generation batch_69a2f12e5f548190a0fb3ca1cb059be1 completed Feb. 28, 2026, 1:44 p.m.
NED2 Entity disambiguation (via description) batch_69a2f39599b08190be95c9ec634c5745 completed Feb. 28, 2026, 1:54 p.m.
Created at: Feb. 28, 2026, 2:39 a.m.