Triple
T15842465
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Benetton Group |
E384131
|
entity |
| Predicate | notableDriver |
P2087
|
FINISHED |
| Object |
Johnny Herbert
Johnny Herbert is a British former Formula One driver known for his race wins in the 1990s and for overcoming serious injuries early in his career.
|
E1180588
|
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: Johnny Herbert | Statement: [Benetton Group, notableDriver, Johnny Herbert]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Johnny Herbert Context triple: [Benetton Group, notableDriver, Johnny Herbert]
-
A.
Norman Surtees
Norman Surtees is a notable individual associated with the Surtees surname, recognized as a distinguished bearer of the name.
-
B.
Russell Carhouse
Russell Carhouse is a major Toronto Transit Commission streetcar maintenance and storage facility located in Toronto, Canada.
-
C.
Tom Rolt
Tom Rolt is a steam locomotive on the preserved narrow-gauge Talyllyn Railway in Wales, named after railway preservation pioneer L.T.C. Rolt.
-
D.
John Sergeant
John Sergeant was an American lawyer and politician from Pennsylvania who served multiple terms in the U.S. House of Representatives and was the National Republican vice-presidential nominee in 1832.
-
E.
Jon Lansdown
Jon Lansdown is a British football executive best known for leading Bristol City F.C. as its chairman and being part of the Lansdown family ownership.
- 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: Johnny Herbert Triple: [Benetton Group, notableDriver, Johnny Herbert]
Generated description
Johnny Herbert is a British former Formula One driver known for his race wins in the 1990s and for overcoming serious injuries early in his career.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Johnny Herbert Target entity description: Johnny Herbert is a British former Formula One driver known for his race wins in the 1990s and for overcoming serious injuries early in his career.
-
A.
Norman Surtees
Norman Surtees is a notable individual associated with the Surtees surname, recognized as a distinguished bearer of the name.
-
B.
Russell Carhouse
Russell Carhouse is a major Toronto Transit Commission streetcar maintenance and storage facility located in Toronto, Canada.
-
C.
Tom Rolt
Tom Rolt is a steam locomotive on the preserved narrow-gauge Talyllyn Railway in Wales, named after railway preservation pioneer L.T.C. Rolt.
-
D.
John Sergeant
John Sergeant was an American lawyer and politician from Pennsylvania who served multiple terms in the U.S. House of Representatives and was the National Republican vice-presidential nominee in 1832.
-
E.
Jon Lansdown
Jon Lansdown is a British football executive best known for leading Bristol City F.C. as its chairman and being part of the Lansdown family ownership.
- 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_69d86da34c888190976e06c4019d415a |
completed | April 10, 2026, 3:25 a.m. |
| NER | Named-entity recognition | batch_69e142e88ff08190a1035269e8fdaa6a |
completed | April 16, 2026, 8:13 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ffa13eab4881908794104508ba53af |
completed | May 9, 2026, 9:03 p.m. |
| NEDg | Description generation | batch_69ffa527af048190b1f87d85e50bf254 |
completed | May 9, 2026, 9:20 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ffa5df00e481909e203e78940395ed |
completed | May 9, 2026, 9:23 p.m. |
Created at: April 10, 2026, 4:50 a.m.