Triple
T9606982
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Steve Forbes |
E231995
|
entity |
| Predicate | father |
P120
|
FINISHED |
| Object | Malcolm Forbes |
E604226
|
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: Malcolm Forbes | Statement: [Steve Forbes, father, Malcolm Forbes]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Malcolm Forbes Context triple: [Steve Forbes, father, Malcolm Forbes]
-
A.
Malcolm Forbes
chosen
Malcolm Forbes was an American entrepreneur and publisher best known for expanding Forbes magazine into a leading global business publication and for his flamboyant, high-profile lifestyle.
-
B.
Steve Forbes
Steve Forbes is an American publishing executive and twice Republican presidential candidate best known as the editor-in-chief of Forbes magazine and a prominent advocate of a flat tax.
-
C.
Glenn Hefner
Glenn Hefner was the father of Playboy founder Hugh Hefner and a key early financial supporter of his son's publishing ventures.
-
D.
B. C. Forbes
B. C. Forbes was a Scottish-born American financial journalist and author best known as the founder of Forbes magazine.
-
E.
John Murray Forbes
John Murray Forbes was a prominent 19th-century American railroad magnate, investor, and abolitionist who played a key role in the development of the U.S. railroad system and supported anti-slavery causes.
- 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_69ca8485a90c819094fe40b42fde9d70 |
completed | March 30, 2026, 2:11 p.m. |
| NER | Named-entity recognition | batch_69cd9a62372881908bf21be91e7285fb |
completed | April 1, 2026, 10:21 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d18220a2308190aac7380c98f23965 |
completed | April 4, 2026, 9:26 p.m. |
Created at: March 30, 2026, 8:08 p.m.