Triple

T5903075
Position Surface form Disambiguated ID Type / Status
Subject Muzio Clementi E131273 entity
Predicate employer P7 FINISHED
Object Longman & Broderip
Longman & Broderip was a prominent late-18th-century London music publishing and instrument-making firm known for its association with leading composers and performers of the era.
 E554664 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: Longman & Broderip | Statement: [Muzio Clementi, employer, Longman & Broderip]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Longman & Broderip
Context triple: [Muzio Clementi, employer, Longman & Broderip]
  • A. Archibald Constable & Co.
    Archibald Constable & Co. was a prominent Scottish publishing house known for issuing influential 19th-century works, including notable exploration narratives and literary titles.
  • B. Sampson Low
    Sampson Low was a prominent 19th-century British publishing house known for producing popular literature, children's books, and notable authors' works.
  • C. Smith, Elder & Co.
    Smith, Elder & Co. was a prominent 19th-century British publishing house known for issuing major literary works and reference titles, including the Dictionary of National Biography.
  • D. Longmans, Green, Reader, and Dyer
    Longmans, Green, Reader, and Dyer was a prominent 19th-century British publishing house known for issuing influential works in literature, philosophy, and science.
  • E. George Routledge & Sons
    George Routledge & Sons was a prominent 19th-century British publishing house known for producing affordable popular literature and reference 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: Longman & Broderip
Triple: [Muzio Clementi, employer, Longman & Broderip]
Generated description
Longman & Broderip was a prominent late-18th-century London music publishing and instrument-making firm known for its association with leading composers and performers of the era.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Longman & Broderip
Target entity description: Longman & Broderip was a prominent late-18th-century London music publishing and instrument-making firm known for its association with leading composers and performers of the era.
  • A. Archibald Constable & Co.
    Archibald Constable & Co. was a prominent Scottish publishing house known for issuing influential 19th-century works, including notable exploration narratives and literary titles.
  • B. Sampson Low
    Sampson Low was a prominent 19th-century British publishing house known for producing popular literature, children's books, and notable authors' works.
  • C. Smith, Elder & Co.
    Smith, Elder & Co. was a prominent 19th-century British publishing house known for issuing major literary works and reference titles, including the Dictionary of National Biography.
  • D. Longmans, Green, Reader, and Dyer
    Longmans, Green, Reader, and Dyer was a prominent 19th-century British publishing house known for issuing influential works in literature, philosophy, and science.
  • E. George Routledge & Sons
    George Routledge & Sons was a prominent 19th-century British publishing house known for producing affordable popular literature and reference 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_69c0085864a88190a569c05ff7d65f29 completed March 22, 2026, 3:18 p.m.
NER Named-entity recognition batch_69c037376d5c8190a0a8457e07bebea8 completed March 22, 2026, 6:38 p.m.
NED1 Entity disambiguation (via context triple) batch_69c0b166b0bc8190a201899cf45a9b31 completed March 23, 2026, 3:20 a.m.
NEDg Description generation batch_69c0b27438a08190ab6b72c8fd682bf6 completed March 23, 2026, 3:24 a.m.
NED2 Entity disambiguation (via description) batch_69c0b309a70081908ad3e819879b17e4 completed March 23, 2026, 3:27 a.m.
Created at: March 22, 2026, 3:58 p.m.