Triple

T3900813
Position Surface form Disambiguated ID Type / Status
Subject Classification Research Group E90482 entity
Predicate member P10 FINISHED
Object D. W. Langridge
D. W. Langridge was a British information scientist and librarian known for his influential work in library classification and involvement in the development of modern classification theory.
 E421250 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: D. W. Langridge | Statement: [Classification Research Group, member, D. W. Langridge]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: D. W. Langridge
Context triple: [Classification Research Group, member, D. W. Langridge]
  • A. R. Douglas Wright
    R. Douglas Wright is a distinguished American trombonist and educator known for his prominent orchestral and conservatory teaching roles.
  • B. Kent L. Wakeford
    Kent L. Wakeford was an American cinematographer known for his work on influential 1970s films, particularly in collaboration with director Martin Scorsese.
  • C. R. Bruce Lindsay
    R. Bruce Lindsay was an American physicist and acoustician known for his influential work in physical acoustics and contributions to the history and philosophy of science.
  • D. R. K. Pierson
    R. K. Pierson was a British aeronautical engineer best known for designing the Vickers Wellington bomber used extensively by the Royal Air Force during World War II.
  • E. J. R. Clifford
    J. R. Clifford was a pioneering African American lawyer, civil rights activist, and newspaper editor who played a significant role in early 20th-century Black civil rights movements, including leadership in the Niagara Movement.
  • 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: D. W. Langridge
Triple: [Classification Research Group, member, D. W. Langridge]
Generated description
D. W. Langridge was a British information scientist and librarian known for his influential work in library classification and involvement in the development of modern classification theory.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: D. W. Langridge
Target entity description: D. W. Langridge was a British information scientist and librarian known for his influential work in library classification and involvement in the development of modern classification theory.
  • A. R. Douglas Wright
    R. Douglas Wright is a distinguished American trombonist and educator known for his prominent orchestral and conservatory teaching roles.
  • B. Kent L. Wakeford
    Kent L. Wakeford was an American cinematographer known for his work on influential 1970s films, particularly in collaboration with director Martin Scorsese.
  • C. R. Bruce Lindsay
    R. Bruce Lindsay was an American physicist and acoustician known for his influential work in physical acoustics and contributions to the history and philosophy of science.
  • D. R. K. Pierson
    R. K. Pierson was a British aeronautical engineer best known for designing the Vickers Wellington bomber used extensively by the Royal Air Force during World War II.
  • E. J. R. Clifford
    J. R. Clifford was a pioneering African American lawyer, civil rights activist, and newspaper editor who played a significant role in early 20th-century Black civil rights movements, including leadership in the Niagara Movement.
  • 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_69aed95d315881908cbf1bf4a7215fbf completed March 9, 2026, 2:29 p.m.
NER Named-entity recognition batch_69aeecf2f230819099abc109a0b7d916 completed March 9, 2026, 3:53 p.m.
NED1 Entity disambiguation (via context triple) batch_69b595f59e908190a45b3b9c767974fb completed March 14, 2026, 5:08 p.m.
NEDg Description generation batch_69b596854e1881908450d50c3f1d681f completed March 14, 2026, 5:10 p.m.
NED2 Entity disambiguation (via description) batch_69b59762105481908e3534600486b82d completed March 14, 2026, 5:14 p.m.
Created at: March 9, 2026, 3:21 p.m.