Triple
T833724
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Perkins CV12-6A |
E18022
|
entity |
| Predicate | pairedWith |
P3159
|
FINISHED |
| Object |
David Brown TN54E transmission
The David Brown TN54E transmission is a heavy-duty gearbox designed for use in armored fighting vehicles, providing multiple forward and reverse gears to handle high torque and demanding battlefield conditions.
|
E97557
|
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 TN54E transmission | Statement: [Perkins CV12-6A, pairedWith, David Brown TN54E transmission]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: David Brown TN54E transmission Context triple: [Perkins CV12-6A, pairedWith, David Brown TN54E transmission]
-
A.
NP44
NP44 is a UK postal district within the NP (Newport) postcode area, covering parts of Cwmbran and surrounding locations in South Wales.
-
B.
Toyota T100
The Toyota T100 is a full-size pickup truck produced by Toyota in the 1990s that served as the brand’s early entry into the North American full-size truck market.
-
C.
W-series medium-duty platform
The W-series medium-duty platform is a line of cab-over-engine commercial truck chassis developed by General Motors for use in various medium-duty vocational and delivery applications.
-
D.
EMD
EMD is the commonly used abbreviation for the Engineering Management Division, a professional group focused on the practice and advancement of engineering management.
-
E.
Niva
Niva was a prominent Russian literary and illustrated weekly magazine of the late 19th and early 20th centuries, known for publishing fiction, poetry, and cultural commentary.
- 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 TN54E transmission Triple: [Perkins CV12-6A, pairedWith, David Brown TN54E transmission]
Generated description
The David Brown TN54E transmission is a heavy-duty gearbox designed for use in armored fighting vehicles, providing multiple forward and reverse gears to handle high torque and demanding battlefield conditions.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: David Brown TN54E transmission Target entity description: The David Brown TN54E transmission is a heavy-duty gearbox designed for use in armored fighting vehicles, providing multiple forward and reverse gears to handle high torque and demanding battlefield conditions.
-
A.
NP44
NP44 is a UK postal district within the NP (Newport) postcode area, covering parts of Cwmbran and surrounding locations in South Wales.
-
B.
Toyota T100
The Toyota T100 is a full-size pickup truck produced by Toyota in the 1990s that served as the brand’s early entry into the North American full-size truck market.
-
C.
W-series medium-duty platform
The W-series medium-duty platform is a line of cab-over-engine commercial truck chassis developed by General Motors for use in various medium-duty vocational and delivery applications.
-
D.
EMD
EMD is the commonly used abbreviation for the Engineering Management Division, a professional group focused on the practice and advancement of engineering management.
-
E.
Niva
Niva was a prominent Russian literary and illustrated weekly magazine of the late 19th and early 20th centuries, known for publishing fiction, poetry, and cultural commentary.
- 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_69a49389f44881909a608fb27d89f247 |
completed | March 1, 2026, 7:29 p.m. |
| NER | Named-entity recognition | batch_69a4abb84fe081909b8f4b4202845860 |
completed | March 1, 2026, 9:12 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a76d9b57fc8190981ed4eeb2ac5548 |
completed | March 3, 2026, 11:24 p.m. |
| NEDg | Description generation | batch_69a782fae3f48190b27e5f0aefa1dd70 |
completed | March 4, 2026, 12:55 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a7838451348190838910e90866a1f0 |
completed | March 4, 2026, 12:57 a.m. |
Created at: March 1, 2026, 7:38 p.m.