Triple

T2866062
Position Surface form Disambiguated ID Type / Status
Subject Hatchards E63440 entity
Predicate foundedBy P104 FINISHED
Object John Hatchard
John Hatchard was a prominent London bookseller and publisher of the late 18th and early 19th centuries, known for establishing one of the city’s oldest bookshops.
 E343389 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: John Hatchard | Statement: [Hatchards, foundedBy, John Hatchard]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: John Hatchard
Context triple: [Hatchards, foundedBy, John Hatchard]
  • A. Charles Askowith
    Charles Askowith was the designer responsible for creating the modern flag of Israel.
  • B. Philip Christison
    Philip Christison was a British Army general who held senior commands in World War II, particularly in Southeast Asia.
  • C. Henry Van Brunt
    Henry Van Brunt was a prominent 19th-century American architect known for his influential role in shaping civic and institutional architecture across the United States.
  • D. Edward Holcroft
    Edward Holcroft is a British actor known for his roles in film and television, including appearances in the Kingsman franchise and the series London Spy.
  • E. Charles Pettaway
    Charles Pettaway is a music producer known for his work on the album "Back to Basics."
  • 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: John Hatchard
Triple: [Hatchards, foundedBy, John Hatchard]
Generated description
John Hatchard was a prominent London bookseller and publisher of the late 18th and early 19th centuries, known for establishing one of the city’s oldest bookshops.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: John Hatchard
Target entity description: John Hatchard was a prominent London bookseller and publisher of the late 18th and early 19th centuries, known for establishing one of the city’s oldest bookshops.
  • A. Charles Askowith
    Charles Askowith was the designer responsible for creating the modern flag of Israel.
  • B. Philip Christison
    Philip Christison was a British Army general who held senior commands in World War II, particularly in Southeast Asia.
  • C. Henry Van Brunt
    Henry Van Brunt was a prominent 19th-century American architect known for his influential role in shaping civic and institutional architecture across the United States.
  • D. Edward Holcroft
    Edward Holcroft is a British actor known for his roles in film and television, including appearances in the Kingsman franchise and the series London Spy.
  • E. Charles Pettaway
    Charles Pettaway is a music producer known for his work on the album "Back to Basics."
  • 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_69ab4c42fb8c8190b36e161d47c03b81 completed March 6, 2026, 9:50 p.m.
NER Named-entity recognition batch_69abdfbb7ed4819096ca65391077e2af completed March 7, 2026, 8:20 a.m.
NED1 Entity disambiguation (via context triple) batch_69b2e80d295c8190920a2ef165dfdef4 completed March 12, 2026, 4:21 p.m.
NEDg Description generation batch_69b2e87cfe108190b2cd16eaf2e0b046 completed March 12, 2026, 4:23 p.m.
NED2 Entity disambiguation (via description) batch_69b2e8f87c408190b489bbfa0928327c completed March 12, 2026, 4:25 p.m.
Created at: March 6, 2026, 10:02 p.m.