Triple

T4995640
Position Surface form Disambiguated ID Type / Status
Subject Fitch Ratings E112238 entity
Predicate partOf P40 FINISHED
Object Big Three credit rating agencies
The Big Three credit rating agencies are the dominant global firms—Standard & Poor’s, Moody’s, and Fitch—that assess the creditworthiness of governments, corporations, and financial instruments.
 E484909 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: Big Three credit rating agencies | Statement: [Fitch Ratings, partOf, Big Three credit rating agencies]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Big Three credit rating agencies
Context triple: [Fitch Ratings, partOf, Big Three credit rating agencies]
  • A. Standard & Poor's
    Standard & Poor's is a major American financial services company best known for its stock market indices and credit ratings.
  • 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. Fitch Ratings
    Fitch Ratings is a major global credit rating agency that evaluates the creditworthiness of governments, corporations, and financial instruments worldwide.
  • D. The Big Three
    The Big Three were a prominent early 1960s Liverpool rock and roll group associated with the Merseybeat scene, known for their powerful live performances.
  • E. Global Credit
    Global Credit is a division of The Carlyle Group focused on a broad range of credit and debt investment strategies across global markets.
  • 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: Big Three credit rating agencies
Triple: [Fitch Ratings, partOf, Big Three credit rating agencies]
Generated description
The Big Three credit rating agencies are the dominant global firms—Standard & Poor’s, Moody’s, and Fitch—that assess the creditworthiness of governments, corporations, and financial instruments.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Big Three credit rating agencies
Target entity description: The Big Three credit rating agencies are the dominant global firms—Standard & Poor’s, Moody’s, and Fitch—that assess the creditworthiness of governments, corporations, and financial instruments.
  • A. Standard & Poor's
    Standard & Poor's is a major American financial services company best known for its stock market indices and credit ratings.
  • 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. Fitch Ratings
    Fitch Ratings is a major global credit rating agency that evaluates the creditworthiness of governments, corporations, and financial instruments worldwide.
  • D. The Big Three
    The Big Three were a prominent early 1960s Liverpool rock and roll group associated with the Merseybeat scene, known for their powerful live performances.
  • E. Global Credit
    Global Credit is a division of The Carlyle Group focused on a broad range of credit and debt investment strategies across global markets.
  • 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_69bd4432b32c81909f3b3c6bd10f0653 completed March 20, 2026, 12:57 p.m.
NER Named-entity recognition batch_69bd72a0122c8190bb2fc655f3bc11b0 completed March 20, 2026, 4:15 p.m.
NED1 Entity disambiguation (via context triple) batch_69be8a30bb988190939e1ca5226e1dd4 completed March 21, 2026, 12:08 p.m.
NEDg Description generation batch_69be8b15879881908ec5ee997daca3cb completed March 21, 2026, 12:12 p.m.
NED2 Entity disambiguation (via description) batch_69be8bc2fc088190a13995f9230adea2 completed March 21, 2026, 12:14 p.m.
Created at: March 20, 2026, 1:34 p.m.