Triple
T20158950
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | ZF 6-speed automatic |
E491652
|
entity |
| Predicate | manufacturer |
P490
|
FINISHED |
| Object | ZF Friedrichshafen AG |
—
|
NE NERFINISHED |
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: ZF Friedrichshafen AG | Statement: [ZF 6-speed automatic, manufacturer, ZF Friedrichshafen AG]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: ZF Friedrichshafen AG Context triple: [ZF 6-speed automatic, manufacturer, ZF Friedrichshafen AG]
-
A.
ZF Friedrichshafen
chosen
ZF Friedrichshafen is a German automotive supplier specializing in driveline, chassis, and active and passive safety technologies for vehicles worldwide.
-
B.
DHV Speyer
DHV Speyer is a specialized German higher education institution focused on administrative sciences, public law, and public management.
-
C.
Wolfsburg AG
Wolfsburg AG is a public-private partnership company in Wolfsburg, Germany, jointly founded by the City of Wolfsburg and Volkswagen AG to promote regional economic and structural development.
-
D.
Großfuß AG
Großfuß AG was a German arms manufacturer best known for designing and producing the MG 42 machine gun during World War II.
-
E.
Schwarz Gruppe
Schwarz Gruppe is a major German retail group best known as the parent company of the discount supermarket chains Lidl and Kaufland.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (2 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_69da6266c6888190bc1a3ecf24814d34 |
completed | April 11, 2026, 3:01 p.m. |
| NER | Named-entity recognition | batch_69e667e27aa88190a326288b992ea274 |
completed | April 20, 2026, 5:52 p.m. |
Created at: April 11, 2026, 11:34 p.m.