Triple

T19384932
Position Surface form Disambiguated ID Type / Status
Subject John Knowles Fitch E484908 entity
Predicate employer P7 FINISHED
Object Fitch Publishing Company
Fitch Publishing Company was a financial information and publishing firm founded by John Knowles Fitch, best known as the origin of what later became the Fitch credit rating agency.
E1373274 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: Fitch Publishing Company | Statement: [John Knowles Fitch, employer, Fitch Publishing Company]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Fitch Publishing Company
Context triple: [John Knowles Fitch, employer, Fitch Publishing Company]
  • A. Fitch
    Fitch is a surname of English origin borne by various notable individuals across fields such as finance, academia, and the arts.
  • B. Fletcher Trust Company
    Fletcher Trust Company was a financial institution in Indianapolis, Indiana, known for employing science fiction writer C. L. Moore early in her career.
  • C. Rinehart & Company
    Rinehart & Company was an American publishing house known for issuing notable mid-20th-century literary works, including major war novels and popular fiction.
  • D. C. B. Fisk, Inc.
    C. B. Fisk, Inc. is a renowned American pipe organ building firm celebrated for its handcrafted, historically informed instruments installed in prominent concert halls and churches worldwide.
  • E. International Publishing Corporation
    International Publishing Corporation was a major British magazine and newspaper publishing company that became one of the largest media groups in the UK during the mid-20th century.
  • 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: Fitch Publishing Company
Triple: [John Knowles Fitch, employer, Fitch Publishing Company]
Generated description
Fitch Publishing Company was a financial information and publishing firm founded by John Knowles Fitch, best known as the origin of what later became the Fitch credit rating agency.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Fitch Publishing Company
Target entity description: Fitch Publishing Company was a financial information and publishing firm founded by John Knowles Fitch, best known as the origin of what later became the Fitch credit rating agency.
  • A. Fitch
    Fitch is a surname of English origin borne by various notable individuals across fields such as finance, academia, and the arts.
  • B. Fletcher Trust Company
    Fletcher Trust Company was a financial institution in Indianapolis, Indiana, known for employing science fiction writer C. L. Moore early in her career.
  • C. Rinehart & Company
    Rinehart & Company was an American publishing house known for issuing notable mid-20th-century literary works, including major war novels and popular fiction.
  • D. C. B. Fisk, Inc.
    C. B. Fisk, Inc. is a renowned American pipe organ building firm celebrated for its handcrafted, historically informed instruments installed in prominent concert halls and churches worldwide.
  • E. International Publishing Corporation
    International Publishing Corporation was a major British magazine and newspaper publishing company that became one of the largest media groups in the UK during the mid-20th century.
  • 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_69d8e8d460d88190abf0591c5c9d2b0c completed April 10, 2026, 12:11 p.m.
NER Named-entity recognition batch_69e61b3ffa548190a060d6e94562a5d2 completed April 20, 2026, 12:25 p.m.
NED1 Entity disambiguation (via context triple) batch_6a072b7ec8ac8190b9330f239e44f795 completed May 15, 2026, 2:19 p.m.
NEDg Description generation batch_6a072de198fc8190838ce30942cc46df completed May 15, 2026, 2:29 p.m.
NED2 Entity disambiguation (via description) batch_6a072e5e62a88190af09d9911a6f1413 completed May 15, 2026, 2:31 p.m.
Created at: April 10, 2026, 1:35 p.m.