Triple

T16171855
Position Surface form Disambiguated ID Type / Status
Subject Blair E392457 entity
Predicate hasNotableBearer P458 FINISHED
Object William Blair (publisher)
William Blair was an 18th–19th century Scottish publisher and bookseller known for producing religious and educational works.
 E1197090 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 Blair (publisher) | Statement: [Blair, hasNotableBearer, William Blair (publisher)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: William Blair (publisher)
Context triple: [Blair, hasNotableBearer, William Blair (publisher)]
  • A. George Allen (publisher)
    George Allen (publisher) was a prominent 19th-century British publisher best known for issuing the works of John Ruskin and for founding the firm that became George Allen & Sons.
  • B. H. E. D. Blakiston
    H. E. D. Blakiston was a British academic and classical scholar who served as President of Trinity College, Oxford, in the early 20th century.
  • C. Alfred Cowles Sr.
    Alfred Cowles Sr. was an American newspaper executive and publisher best known for helping build the Chicago Tribune into a major media institution.
  • D. William H. Lippincott
    William H. Lippincott was a notable individual interred at Harleigh Cemetery, recognized for his regional prominence and historical significance.
  • E. Frank A. Munsey
    Frank A. Munsey was an American newspaper and magazine publisher and financier who became a major figure in early 20th-century mass-market publishing.
  • 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 Blair (publisher)
Triple: [Blair, hasNotableBearer, William Blair (publisher)]
Generated description
William Blair was an 18th–19th century Scottish publisher and bookseller known for producing religious and educational works.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: William Blair (publisher)
Target entity description: William Blair was an 18th–19th century Scottish publisher and bookseller known for producing religious and educational works.
  • A. George Allen (publisher)
    George Allen (publisher) was a prominent 19th-century British publisher best known for issuing the works of John Ruskin and for founding the firm that became George Allen & Sons.
  • B. H. E. D. Blakiston
    H. E. D. Blakiston was a British academic and classical scholar who served as President of Trinity College, Oxford, in the early 20th century.
  • C. Alfred Cowles Sr.
    Alfred Cowles Sr. was an American newspaper executive and publisher best known for helping build the Chicago Tribune into a major media institution.
  • D. William H. Lippincott
    William H. Lippincott was a notable individual interred at Harleigh Cemetery, recognized for his regional prominence and historical significance.
  • E. Frank A. Munsey
    Frank A. Munsey was an American newspaper and magazine publisher and financier who became a major figure in early 20th-century mass-market publishing.
  • 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_69d87f1d32208190942e4e499a80c18c completed April 10, 2026, 4:39 a.m.
NER Named-entity recognition batch_69e21eb7ab1481908fc35bfc8c56e5f2 completed April 17, 2026, 11:51 a.m.
NED1 Entity disambiguation (via context triple) batch_69fff7bd87f08190a9f2a1524e5db2ba completed May 10, 2026, 3:13 a.m.
NEDg Description generation batch_69fff82b34408190ac40018f940ae370 completed May 10, 2026, 3:14 a.m.
NED2 Entity disambiguation (via description) batch_69fff8905ce48190b99f8cc3504efba2 completed May 10, 2026, 3:16 a.m.
Created at: April 10, 2026, 5:02 a.m.