Triple
T4340077
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | David Brown TN54E transmission |
E97557
|
entity |
| Predicate | manufacturer |
P490
|
FINISHED |
| Object |
David Brown Engineering
David Brown Engineering is a British engineering company renowned for designing and manufacturing high-performance gearboxes and transmission systems for industrial, automotive, and defense applications.
|
E432074
|
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: David Brown Engineering | Statement: [David Brown TN54E transmission, manufacturer, David Brown Engineering]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: David Brown Engineering Context triple: [David Brown TN54E transmission, manufacturer, David Brown Engineering]
-
A.
Bristol Automotive
Bristol Automotive is a British film production company known for its involvement in the making of the historical drama "The Imitation Game."
-
B.
Dennit Racing
Dennit Racing is the fictional NASCAR team featured in the comedy film "Talladega Nights: The Ballad of Ricky Bobby," for which Ricky Bobby drives.
-
C.
Cosworth
Cosworth is a renowned British engineering company specializing in high-performance racing and road-car engines and advanced powertrain technologies.
-
D.
Durant Motors
Durant Motors was an early 20th-century American automobile manufacturer created by General Motors co-founder William C. Durant after his departure from GM.
-
E.
Wrightspeed
Wrightspeed is a clean transportation technology company that develops range-extended electric powertrains for commercial and heavy-duty vehicles.
- 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: David Brown Engineering Triple: [David Brown TN54E transmission, manufacturer, David Brown Engineering]
Generated description
David Brown Engineering is a British engineering company renowned for designing and manufacturing high-performance gearboxes and transmission systems for industrial, automotive, and defense applications.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: David Brown Engineering Target entity description: David Brown Engineering is a British engineering company renowned for designing and manufacturing high-performance gearboxes and transmission systems for industrial, automotive, and defense applications.
-
A.
Bristol Automotive
Bristol Automotive is a British film production company known for its involvement in the making of the historical drama "The Imitation Game."
-
B.
Dennit Racing
Dennit Racing is the fictional NASCAR team featured in the comedy film "Talladega Nights: The Ballad of Ricky Bobby," for which Ricky Bobby drives.
-
C.
Cosworth
Cosworth is a renowned British engineering company specializing in high-performance racing and road-car engines and advanced powertrain technologies.
-
D.
Durant Motors
Durant Motors was an early 20th-century American automobile manufacturer created by General Motors co-founder William C. Durant after his departure from GM.
-
E.
Wrightspeed
Wrightspeed is a clean transportation technology company that develops range-extended electric powertrains for commercial and heavy-duty vehicles.
- 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_69b3454662a481908fbcd0bbfaa3a0a4 |
completed | March 12, 2026, 10:59 p.m. |
| NER | Named-entity recognition | batch_69b3516f92588190bdf004d8020c1203 |
completed | March 12, 2026, 11:51 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b5d0b301188190af8514a675aebb5f |
completed | March 14, 2026, 9:18 p.m. |
| NEDg | Description generation | batch_69b5d137271c8190a2d66fb47eb10d93 |
completed | March 14, 2026, 9:20 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b5d4e5e24c8190980bc545ca0d339d |
completed | March 14, 2026, 9:36 p.m. |
Created at: March 12, 2026, 11:14 p.m.