Triple

T1479123
Position Surface form Disambiguated ID Type / Status
Subject London School of Economics E30910 entity
Predicate foundedBy P104 FINISHED
Object Graham Wallas
Graham Wallas was a British socialist, political scientist, and educationalist known for co-founding the London School of Economics and for his influential work on democratic theory and the psychology of politics.
E169005 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: Graham Wallas | Statement: [London School of Economics, foundedBy, Graham Wallas]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Graham Wallas
Context triple: [London School of Economics, foundedBy, Graham Wallas]
  • A. Henry Fawcett
    Henry Fawcett was a 19th-century British economist, Liberal politician, and advocate for women's education and suffrage.
  • B. Henry Marshall Tory
    Henry Marshall Tory was a Canadian academic and university administrator best known for helping establish several major Canadian universities, including serving as the founding president of the University of Alberta.
  • C. Herbert Butterfield
    Herbert Butterfield was a British historian and philosopher of history best known for his influential critique of teleological, progress-focused narratives in historical writing.
  • D. Arthur Capper
    Arthur Capper was an American politician and newspaper publisher who served as governor of Kansas and later as a U.S. senator.
  • E. Thomas Bracken
    Thomas Bracken was a 19th-century New Zealand poet and politician best known for writing the words to what became one of the country's national anthems.
  • 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: Graham Wallas
Triple: [London School of Economics, foundedBy, Graham Wallas]
Generated description
Graham Wallas was a British socialist, political scientist, and educationalist known for co-founding the London School of Economics and for his influential work on democratic theory and the psychology of politics.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Graham Wallas
Target entity description: Graham Wallas was a British socialist, political scientist, and educationalist known for co-founding the London School of Economics and for his influential work on democratic theory and the psychology of politics.
  • A. Henry Fawcett
    Henry Fawcett was a 19th-century British economist, Liberal politician, and advocate for women's education and suffrage.
  • B. Henry Marshall Tory
    Henry Marshall Tory was a Canadian academic and university administrator best known for helping establish several major Canadian universities, including serving as the founding president of the University of Alberta.
  • C. Herbert Butterfield
    Herbert Butterfield was a British historian and philosopher of history best known for his influential critique of teleological, progress-focused narratives in historical writing.
  • D. Arthur Capper
    Arthur Capper was an American politician and newspaper publisher who served as governor of Kansas and later as a U.S. senator.
  • E. Thomas Bracken
    Thomas Bracken was a 19th-century New Zealand poet and politician best known for writing the words to what became one of the country's national anthems.
  • 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_69a498fe55a88190ab7f9e40ace88e49 completed March 1, 2026, 7:52 p.m.
NER Named-entity recognition batch_69a4c6739d2481909ea8d8e075f62cf3 completed March 1, 2026, 11:06 p.m.
NED1 Entity disambiguation (via context triple) batch_69ad15aff1288190a3e36324d975d482 completed March 8, 2026, 6:22 a.m.
NEDg Description generation batch_69ad1639e21081908737b51e910ceae3 completed March 8, 2026, 6:24 a.m.
NED2 Entity disambiguation (via description) batch_69ad16a98fd08190a14f4d7d6b11f5e8 completed March 8, 2026, 6:26 a.m.
Created at: March 1, 2026, 8:11 p.m.