Triple

T18911027
Position Surface form Disambiguated ID Type / Status
Subject Darby Houses E462604 entity
Predicate notableResident P1092 FINISHED
Object Abraham Darby family (multiple generations)
The Abraham Darby family were a multi-generational English Quaker ironmaster dynasty based in Coalbrookdale, pivotal in developing coke-fuelled iron smelting and advancing the Industrial Revolution.
E1348631 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: Abraham Darby family (multiple generations) | Statement: [Darby Houses, notableResident, Abraham Darby family (multiple generations)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Abraham Darby family (multiple generations)
Context triple: [Darby Houses, notableResident, Abraham Darby family (multiple generations)]
  • A. Abraham Darby II
    Abraham Darby II was an 18th-century English ironmaster who significantly advanced coke-smelting techniques and expanded the iron industry at Coalbrookdale during the early Industrial Revolution.
  • B. Abraham Darby III
    Abraham Darby III was an 18th-century English ironmaster and industrialist who played a key role in the early Industrial Revolution, notably overseeing the construction of the world's first major cast-iron bridge.
  • C. Abraham Darby I
    Abraham Darby I was an English ironmaster and pioneering industrialist whose innovations in using coke to smelt iron helped launch the Industrial Revolution.
  • D. Derby family
    The Derby family was a prominent New England mercantile dynasty based in Salem, Massachusetts, influential in American maritime trade during the 18th and early 19th centuries.
  • E. Doulton family
    The Doulton family is a prominent British family best known for founding and developing the renowned ceramics and pottery firm that became Royal Doulton.
  • 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: Abraham Darby family (multiple generations)
Triple: [Darby Houses, notableResident, Abraham Darby family (multiple generations)]
Generated description
The Abraham Darby family were a multi-generational English Quaker ironmaster dynasty based in Coalbrookdale, pivotal in developing coke-fuelled iron smelting and advancing the Industrial Revolution.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Abraham Darby family (multiple generations)
Target entity description: The Abraham Darby family were a multi-generational English Quaker ironmaster dynasty based in Coalbrookdale, pivotal in developing coke-fuelled iron smelting and advancing the Industrial Revolution.
  • A. Abraham Darby II
    Abraham Darby II was an 18th-century English ironmaster who significantly advanced coke-smelting techniques and expanded the iron industry at Coalbrookdale during the early Industrial Revolution.
  • B. Abraham Darby III
    Abraham Darby III was an 18th-century English ironmaster and industrialist who played a key role in the early Industrial Revolution, notably overseeing the construction of the world's first major cast-iron bridge.
  • C. Abraham Darby I
    Abraham Darby I was an English ironmaster and pioneering industrialist whose innovations in using coke to smelt iron helped launch the Industrial Revolution.
  • D. Derby family
    The Derby family was a prominent New England mercantile dynasty based in Salem, Massachusetts, influential in American maritime trade during the 18th and early 19th centuries.
  • E. Doulton family
    The Doulton family is a prominent British family best known for founding and developing the renowned ceramics and pottery firm that became Royal Doulton.
  • 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_69d8dcfd05bc819088903cca13cc2846 completed April 10, 2026, 11:20 a.m.
NER Named-entity recognition batch_69e5c6226f4081909b77aac26c574980 completed April 20, 2026, 6:22 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0582c3150481909b7ae928d080b31b completed May 14, 2026, 8:07 a.m.
NEDg Description generation batch_6a058928ca588190913af6dd08dbd460 completed May 14, 2026, 8:34 a.m.
NED2 Entity disambiguation (via description) batch_6a058981d5ac8190a3f7cdc2e00cfaf2 completed May 14, 2026, 8:36 a.m.
Created at: April 10, 2026, 11:58 a.m.