Triple
T16239294
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | James Hunt |
E394198
|
entity |
| Predicate | memberOf |
P10
|
FINISHED |
| Object |
March Engineering
March Engineering was a British motor racing constructor and team best known for its participation in Formula One and other single-seater series during the 1970s and 1980s.
|
E1202876
|
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: March Engineering | Statement: [James Hunt, memberOf, March Engineering]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: March Engineering Context triple: [James Hunt, memberOf, March Engineering]
-
A.
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.
-
B.
Scomi Engineering
Scomi Engineering is a Malaysian engineering company known for designing and supplying monorail systems and related urban transport solutions.
-
C.
Garmendale Engineering
Garmendale Engineering is a British ride and attraction manufacturer known for designing and building themed amusement rides for major entertainment brands and parks.
-
D.
MAB Engineering
MAB Engineering is the maintenance, repair, and overhaul (MRO) arm of Malaysia Aviation Group, providing engineering and technical support services for aircraft and aviation operations.
-
E.
Racer Motors
Racer Motors is the high-performance automobile company owned and operated by Pops Racer in the Speed Racer universe, known for building the iconic Mach 5 race car.
- 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: March Engineering Triple: [James Hunt, memberOf, March Engineering]
Generated description
March Engineering was a British motor racing constructor and team best known for its participation in Formula One and other single-seater series during the 1970s and 1980s.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: March Engineering Target entity description: March Engineering was a British motor racing constructor and team best known for its participation in Formula One and other single-seater series during the 1970s and 1980s.
-
A.
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.
-
B.
Scomi Engineering
Scomi Engineering is a Malaysian engineering company known for designing and supplying monorail systems and related urban transport solutions.
-
C.
Garmendale Engineering
Garmendale Engineering is a British ride and attraction manufacturer known for designing and building themed amusement rides for major entertainment brands and parks.
-
D.
MAB Engineering
MAB Engineering is the maintenance, repair, and overhaul (MRO) arm of Malaysia Aviation Group, providing engineering and technical support services for aircraft and aviation operations.
-
E.
Racer Motors
Racer Motors is the high-performance automobile company owned and operated by Pops Racer in the Speed Racer universe, known for building the iconic Mach 5 race car.
- 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_69d87f2171208190951025e526947816 |
completed | April 10, 2026, 4:40 a.m. |
| NER | Named-entity recognition | batch_69e2455d5270819090171d4207223a28 |
completed | April 17, 2026, 2:36 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a000edaf76c8190acc01f58845e570a |
completed | May 10, 2026, 4:51 a.m. |
| NEDg | Description generation | batch_6a0011f7f3fc8190a3a3bf260b391e78 |
completed | May 10, 2026, 5:04 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0012e9913481908ee5ada2fce507f4 |
completed | May 10, 2026, 5:08 a.m. |
Created at: April 10, 2026, 5:04 a.m.