Triple
T4995641
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Fitch Ratings |
E112238
|
entity |
| Predicate | competitor |
P1375
|
FINISHED |
| Object | Moody's Investors Service |
E111736
|
NE FINISHED |
How this triple was built (2 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: Moody's Investors Service | Statement: [Fitch Ratings, competitor, Moody's Investors Service]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Moody's Investors Service Context triple: [Fitch Ratings, competitor, Moody's Investors Service]
-
A.
Moody's
chosen
Moody's is a leading global credit rating agency and financial services company known for assessing the creditworthiness of governments, corporations, and financial instruments.
-
B.
Fitch Ratings
Fitch Ratings is a major global credit rating agency that evaluates the creditworthiness of governments, corporations, and financial instruments worldwide.
-
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.
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.
-
E.
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.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69bec34a07c0819089953ebcbe9cc3ff |
completed | March 21, 2026, 4:11 p.m. |
Created at: March 20, 2026, 1:34 p.m.