Triple
T4995621
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Fitch Ratings |
E112238
|
entity |
| Predicate | founder |
P104
|
FINISHED |
| Object |
John Knowles Fitch
John Knowles Fitch was an American financial analyst and entrepreneur best known for establishing the Fitch credit rating agency, one of the major global credit rating institutions.
|
E484908
|
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 Knowles Fitch | Statement: [Fitch Ratings, founder, John Knowles Fitch]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: John Knowles Fitch Context triple: [Fitch Ratings, founder, John Knowles Fitch]
-
A.
Joseph Wharton
Joseph Wharton was a 19th-century American industrialist and philanthropist whose fortune in mining and manufacturing helped shape modern business education.
-
B.
Robert Fulton
Robert Fulton was an American engineer and inventor best known for developing the first commercially successful steamboat in the early 19th century.
-
C.
Edward C. Judson
Edward C. Judson was an American businessman and film promoter best known as the first husband and early career manager of Hollywood star Rita Hayworth.
-
D.
Frederick H. Billings
Frederick H. Billings was a 19th-century American lawyer, financier, and president of the Northern Pacific Railway, known for his role in railroad expansion and conservation efforts in the American West.
-
E.
Charles Ellet Jr.
Charles Ellet Jr. was a 19th-century American civil engineer best known for pioneering long-span suspension bridges and innovative military engineering projects during the Civil War.
- 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 Knowles Fitch Triple: [Fitch Ratings, founder, John Knowles Fitch]
Generated description
John Knowles Fitch was an American financial analyst and entrepreneur best known for establishing the Fitch credit rating agency, one of the major global credit rating institutions.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: John Knowles Fitch Target entity description: John Knowles Fitch was an American financial analyst and entrepreneur best known for establishing the Fitch credit rating agency, one of the major global credit rating institutions.
-
A.
Joseph Wharton
Joseph Wharton was a 19th-century American industrialist and philanthropist whose fortune in mining and manufacturing helped shape modern business education.
-
B.
Robert Fulton
Robert Fulton was an American engineer and inventor best known for developing the first commercially successful steamboat in the early 19th century.
-
C.
Edward C. Judson
Edward C. Judson was an American businessman and film promoter best known as the first husband and early career manager of Hollywood star Rita Hayworth.
-
D.
Frederick H. Billings
Frederick H. Billings was a 19th-century American lawyer, financier, and president of the Northern Pacific Railway, known for his role in railroad expansion and conservation efforts in the American West.
-
E.
Charles Ellet Jr.
Charles Ellet Jr. was a 19th-century American civil engineer best known for pioneering long-span suspension bridges and innovative military engineering projects during the Civil War.
- 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.