Triple

T9799615
Position Surface form Disambiguated ID Type / Status
Subject Robert Chambers (Scottish author) E237802 entity
Predicate sibling P363 FINISHED
Object William Chambers (publisher)
William Chambers was a 19th-century Scottish publisher, civic leader, and co-founder of the influential publishing firm W. & R. Chambers, known for educational and reference works.
E821228 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: William Chambers (publisher) | Statement: [Robert Chambers (Scottish author), sibling, William Chambers (publisher)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: William Chambers (publisher)
Context triple: [Robert Chambers (Scottish author), sibling, William Chambers (publisher)]
  • A. Robert Dodsley
    Robert Dodsley was an 18th-century English bookseller, publisher, and writer who played a key role in the literary culture of his time, notably supporting and publishing major authors such as Thomas Gray and Samuel Johnson.
  • B. Samuel Orchart Beeton
    Samuel Orchart Beeton was a 19th-century British publisher and editor best known for promoting and publishing his wife Mrs Beeton’s influential domestic and cookery works.
  • C. William Turner (publisher)
    William Turner (publisher) was a British publisher known for his involvement in the 19th-century English book trade.
  • D. Henry Colburn
    Henry Colburn was a prominent 19th-century British publisher known for issuing influential works of literature, travel, and science, including early publications by Charles Darwin.
  • E. Joseph Johnson
    Joseph Johnson was an influential 18th-century London publisher and bookseller known for promoting radical, Enlightenment, and early feminist works.
  • 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: William Chambers (publisher)
Triple: [Robert Chambers (Scottish author), sibling, William Chambers (publisher)]
Generated description
William Chambers was a 19th-century Scottish publisher, civic leader, and co-founder of the influential publishing firm W. & R. Chambers, known for educational and reference works.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: William Chambers (publisher)
Target entity description: William Chambers was a 19th-century Scottish publisher, civic leader, and co-founder of the influential publishing firm W. & R. Chambers, known for educational and reference works.
  • A. Robert Dodsley
    Robert Dodsley was an 18th-century English bookseller, publisher, and writer who played a key role in the literary culture of his time, notably supporting and publishing major authors such as Thomas Gray and Samuel Johnson.
  • B. Samuel Orchart Beeton
    Samuel Orchart Beeton was a 19th-century British publisher and editor best known for promoting and publishing his wife Mrs Beeton’s influential domestic and cookery works.
  • C. William Turner (publisher)
    William Turner (publisher) was a British publisher known for his involvement in the 19th-century English book trade.
  • D. Henry Colburn
    Henry Colburn was a prominent 19th-century British publisher known for issuing influential works of literature, travel, and science, including early publications by Charles Darwin.
  • E. Joseph Johnson
    Joseph Johnson was an influential 18th-century London publisher and bookseller known for promoting radical, Enlightenment, and early feminist works.
  • 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_69ca84dd4608819097ff4ed00feca280 completed March 30, 2026, 2:12 p.m.
NER Named-entity recognition batch_69cda628fe0081909d2fbac3bd56ee84 completed April 1, 2026, 11:11 p.m.
NED1 Entity disambiguation (via context triple) batch_69d1c445c81481908700ffde5dd28936 completed April 5, 2026, 2:09 a.m.
NEDg Description generation batch_69d1c4c37e248190a1b10cf6d0056c02 completed April 5, 2026, 2:11 a.m.
NED2 Entity disambiguation (via description) batch_69d1c56957f8819080eca0a71c24f86a completed April 5, 2026, 2:14 a.m.
Created at: March 30, 2026, 8:28 p.m.