Triple
T10983829
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hiram College |
E259574
|
entity |
| Predicate | hasNotableAlumnus |
P51
|
FINISHED |
| Object |
George W. Forbes
George W. Forbes was an American journalist, editor, and influential African American intellectual and civil rights advocate in the late 19th and early 20th centuries.
|
E898111
|
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: George W. Forbes | Statement: [Hiram College, hasNotableAlumnus, George W. Forbes]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: George W. Forbes Context triple: [Hiram College, hasNotableAlumnus, George W. Forbes]
-
A.
Robert Bennett Forbes
Robert Bennett Forbes was a 19th-century American sea captain, China trade merchant, and philanthropist known for his influential role in maritime commerce and humanitarian efforts.
-
B.
George Forbes
George Forbes was a New Zealand politician who served as Prime Minister during the early 1930s and led the country through much of the Great Depression.
-
C.
Thomas W. Lamont
Thomas W. Lamont was a prominent American banker and philanthropist associated with J.P. Morgan & Co. whose support for education and the arts led to institutions such as Harvard’s Lamont Library bearing his name.
-
D.
Walter Harriman
Walter Harriman was a 19th-century American politician and Union Army officer whose legacy includes having the city of Harriman, Tennessee, named in his honor.
-
E.
Louis Forbes
Louis Forbes was a film composer and music director known for scoring numerous Hollywood productions 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: George W. Forbes Triple: [Hiram College, hasNotableAlumnus, George W. Forbes]
Generated description
George W. Forbes was an American journalist, editor, and influential African American intellectual and civil rights advocate in the late 19th and early 20th centuries.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: George W. Forbes Target entity description: George W. Forbes was an American journalist, editor, and influential African American intellectual and civil rights advocate in the late 19th and early 20th centuries.
-
A.
Robert Bennett Forbes
Robert Bennett Forbes was a 19th-century American sea captain, China trade merchant, and philanthropist known for his influential role in maritime commerce and humanitarian efforts.
-
B.
George Forbes
George Forbes was a New Zealand politician who served as Prime Minister during the early 1930s and led the country through much of the Great Depression.
-
C.
Thomas W. Lamont
Thomas W. Lamont was a prominent American banker and philanthropist associated with J.P. Morgan & Co. whose support for education and the arts led to institutions such as Harvard’s Lamont Library bearing his name.
-
D.
Walter Harriman
Walter Harriman was a 19th-century American politician and Union Army officer whose legacy includes having the city of Harriman, Tennessee, named in his honor.
-
E.
Louis Forbes
Louis Forbes was a film composer and music director known for scoring numerous Hollywood productions 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_69d6aa895f4c8190887a15460ef622f4 |
completed | April 8, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69d772ec55fc81909b2b15f2493dddc6 |
completed | April 9, 2026, 9:35 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e344d860b08190a035570191c54d7c |
completed | April 18, 2026, 8:46 a.m. |
| NEDg | Description generation | batch_69e3556e8b408190a02a1fe194ae5750 |
completed | April 18, 2026, 9:57 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69e3591ecd548190b049ce95fe3f86d9 |
completed | April 18, 2026, 10:12 a.m. |
Created at: April 8, 2026, 9:24 p.m.