Triple

T983759
Position Surface form Disambiguated ID Type / Status
Subject Booth E21232 entity
Predicate hasNotableBearer P458 FINISHED
Object Charles Booth
Charles Booth was a British social reformer and philanthropist best known for his pioneering surveys and maps documenting poverty in late 19th-century London.
E115903 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: Charles Booth | Statement: [Booth, hasNotableBearer, Charles Booth]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Charles Booth
Context triple: [Booth, hasNotableBearer, Charles Booth]
  • A. Ebenezer Howard
    Ebenezer Howard was a British urban planner and social reformer best known for pioneering the garden city movement, which sought to harmonize town and country living through carefully planned communities.
  • B. Thomas Tooke
    Thomas Tooke was a 19th-century British economist and statistician best known for his pioneering work on price history and monetary theory, particularly through his multi-volume "History of Prices."
  • C. William Black
    William Black is a relatively common personal name shared by multiple individuals across various fields, including literature, business, and the arts.
  • D. Joseph Sturge
    Joseph Sturge was a prominent 19th-century English Quaker, abolitionist, and social reformer who played a leading role in campaigns against slavery and for civil and political rights.
  • E. Edward Leader Williams
    Edward Leader Williams was a prominent 19th-century British civil engineer best known for designing and overseeing major canal and waterway projects, including the Manchester Ship Canal.
  • 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: Charles Booth
Triple: [Booth, hasNotableBearer, Charles Booth]
Generated description
Charles Booth was a British social reformer and philanthropist best known for his pioneering surveys and maps documenting poverty in late 19th-century London.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Charles Booth
Target entity description: Charles Booth was a British social reformer and philanthropist best known for his pioneering surveys and maps documenting poverty in late 19th-century London.
  • A. Ebenezer Howard
    Ebenezer Howard was a British urban planner and social reformer best known for pioneering the garden city movement, which sought to harmonize town and country living through carefully planned communities.
  • B. Thomas Tooke
    Thomas Tooke was a 19th-century British economist and statistician best known for his pioneering work on price history and monetary theory, particularly through his multi-volume "History of Prices."
  • C. William Black
    William Black is a relatively common personal name shared by multiple individuals across various fields, including literature, business, and the arts.
  • D. Joseph Sturge
    Joseph Sturge was a prominent 19th-century English Quaker, abolitionist, and social reformer who played a leading role in campaigns against slavery and for civil and political rights.
  • E. Edward Leader Williams
    Edward Leader Williams was a prominent 19th-century British civil engineer best known for designing and overseeing major canal and waterway projects, including the Manchester Ship Canal.
  • 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_69a493c383dc8190a03257f22d4b4183 completed March 1, 2026, 7:30 p.m.
NER Named-entity recognition batch_69a4b493f5dc819090d239c2f7e083de completed March 1, 2026, 9:50 p.m.
NED1 Entity disambiguation (via context triple) batch_69ac1ce3c6fc81909fbbf04eef1b997e completed March 7, 2026, 12:41 p.m.
NEDg Description generation batch_69ac1d45b8cc8190b8b678b697d3f7f1 completed March 7, 2026, 12:42 p.m.
NED2 Entity disambiguation (via description) batch_69ac1e2e200881909e9b503655d6f8ab completed March 7, 2026, 12:46 p.m.
Created at: March 1, 2026, 7:41 p.m.