Triple
T6540702
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | B. C. Forbes |
E168278
|
entity |
| Predicate | child |
P120
|
FINISHED |
| Object |
Malcolm Forbes
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.
|
E604226
|
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: Malcolm Forbes | Statement: [B. C. Forbes, child, Malcolm Forbes]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Malcolm Forbes Context triple: [B. C. Forbes, child, Malcolm Forbes]
-
A.
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.
-
B.
B. C. Forbes
B. C. Forbes was a Scottish-born American financial journalist and author best known as the founder of Forbes magazine.
-
C.
Hugh Hefner
Hugh Hefner was an American magazine publisher and cultural figure best known as the founder of Playboy and its associated lifestyle brand.
-
D.
Rupert Murdoch
Rupert Murdoch is an Australian-born media mogul who built a global empire of newspapers, television networks, and film studios, becoming one of the most influential and controversial figures in modern media.
-
E.
Barry Diller
Barry Diller is an American media and internet executive known for building major entertainment and digital companies, including leading Fox’s early expansion and later chairing IAC.
- 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: Malcolm Forbes Triple: [B. C. Forbes, child, Malcolm Forbes]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Malcolm Forbes Target entity description: 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.
-
A.
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.
-
B.
B. C. Forbes
B. C. Forbes was a Scottish-born American financial journalist and author best known as the founder of Forbes magazine.
-
C.
Hugh Hefner
Hugh Hefner was an American magazine publisher and cultural figure best known as the founder of Playboy and its associated lifestyle brand.
-
D.
Rupert Murdoch
Rupert Murdoch is an Australian-born media mogul who built a global empire of newspapers, television networks, and film studios, becoming one of the most influential and controversial figures in modern media.
-
E.
Barry Diller
Barry Diller is an American media and internet executive known for building major entertainment and digital companies, including leading Fox’s early expansion and later chairing IAC.
- 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_69c68a51564081909e93aee0dbd9cca3 |
completed | March 27, 2026, 1:46 p.m. |
| NER | Named-entity recognition | batch_69c6add7369c8190919cd7c07012a994 |
completed | March 27, 2026, 4:18 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c6d53edf108190b74098b41c143a65 |
completed | March 27, 2026, 7:06 p.m. |
| NEDg | Description generation | batch_69c6d6aba9688190ada4f921768e314e |
completed | March 27, 2026, 7:12 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c6d837a5248190b0afb39174ac3922 |
completed | March 27, 2026, 7:19 p.m. |
Created at: March 27, 2026, 1:50 p.m.