Triple
T5457166
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | MacAndrews & Forbes |
E122506
|
entity |
| Predicate | hasInvestmentIn |
P17330
|
FINISHED |
| Object | Humvee manufacturer AM General |
E21857
|
NE FINISHED |
How this triple was built (2 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: Humvee manufacturer AM General | Statement: [MacAndrews & Forbes, hasInvestmentIn, Humvee manufacturer AM General]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Humvee manufacturer AM General Context triple: [MacAndrews & Forbes, hasInvestmentIn, Humvee manufacturer AM General]
-
A.
AM General
chosen
AM General is an American heavy vehicle manufacturer best known for developing the military Humvee and its civilian counterpart, the Hummer.
-
B.
Humvee
The Humvee is a rugged, high-mobility military vehicle used extensively by the U.S. armed forces and known for inspiring the civilian Hummer line.
-
C.
M1140 FMTV 6x6 truck
The M1140 FMTV 6x6 truck is a medium tactical military vehicle platform used by the U.S. Army, notably serving as the wheeled carrier for systems like the HIMARS rocket launcher.
-
D.
M113 armoured personnel carrier
The M113 armoured personnel carrier is a widely used, fully tracked armored vehicle designed to transport infantry safely on the battlefield and has seen extensive service in numerous armies worldwide since the 1960s.
-
E.
Stryker armored fighting vehicle
The Stryker armored fighting vehicle is an eight-wheeled, highly mobile, lightly armored combat vehicle used by the U.S. Army for rapid deployment and versatile battlefield roles.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69bd46424248819085282ddf50a565f3 |
completed | March 20, 2026, 1:06 p.m. |
| NER | Named-entity recognition | batch_69bd964583008190bf7b94f656e4ecf2 |
completed | March 20, 2026, 6:47 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bf41465c3c8190a58350f39d626e54 |
completed | March 22, 2026, 1:09 a.m. |
Created at: March 20, 2026, 2:08 p.m.