Triple

T5547533
Position Surface form Disambiguated ID Type / Status
Subject Aubrey Fitch E145445 entity
Predicate familyName P18 FINISHED
Object Fitch
Fitch is a surname of English origin borne by various notable individuals across fields such as finance, academia, and the arts.
 E533020 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 | Statement: [Aubrey Fitch, familyName, Fitch]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Fitch
Context triple: [Aubrey Fitch, familyName, Fitch]
  • A. Fitch Ratings
    Fitch Ratings is a major global credit rating agency that evaluates the creditworthiness of governments, corporations, and financial instruments worldwide.
  • B. Moody's
    Moody's is a leading global credit rating agency and financial services company known for assessing the creditworthiness of governments, corporations, and financial instruments.
  • C. Standard & Poor's
    Standard & Poor's is a major American financial services company best known for its stock market indices and credit ratings.
  • D. Freddie Mac
    Freddie Mac is a U.S. government-sponsored enterprise that buys and securitizes residential mortgages to support liquidity and stability in the housing finance market.
  • E. Fannie Mae
    Fannie Mae is a U.S. government-sponsored enterprise that provides liquidity and stability to the mortgage market by purchasing and guaranteeing home loans.
  • 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
Triple: [Aubrey Fitch, familyName, Fitch]
Generated description
Fitch is a surname of English origin borne by various notable individuals across fields such as finance, academia, and the arts.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Fitch
Target entity description: Fitch is a surname of English origin borne by various notable individuals across fields such as finance, academia, and the arts.
  • A. Fitch Ratings
    Fitch Ratings is a major global credit rating agency that evaluates the creditworthiness of governments, corporations, and financial instruments worldwide.
  • B. Moody's
    Moody's is a leading global credit rating agency and financial services company known for assessing the creditworthiness of governments, corporations, and financial instruments.
  • C. Standard & Poor's
    Standard & Poor's is a major American financial services company best known for its stock market indices and credit ratings.
  • D. Freddie Mac
    Freddie Mac is a U.S. government-sponsored enterprise that buys and securitizes residential mortgages to support liquidity and stability in the housing finance market.
  • E. Fannie Mae
    Fannie Mae is a U.S. government-sponsored enterprise that provides liquidity and stability to the mortgage market by purchasing and guaranteeing home loans.
  • 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_69c008fb879c81909f5bfa56fadc1d46 completed March 22, 2026, 3:21 p.m.
NER Named-entity recognition batch_69c01fe0244c8190aeb995f79f22a039 completed March 22, 2026, 4:59 p.m.
NED1 Entity disambiguation (via context triple) batch_69c0282ace308190a714685579f2a789 completed March 22, 2026, 5:34 p.m.
NEDg Description generation batch_69c0372e86c08190bf586256cab23d22 completed March 22, 2026, 6:38 p.m.
NED2 Entity disambiguation (via description) batch_69c038e5dccc8190a5e1ec45712c00a3 completed March 22, 2026, 6:45 p.m.
Created at: March 22, 2026, 3:35 p.m.