Triple
T17160534
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | ZF Friedrichshafen |
E416463
|
entity |
| Predicate | hasSubsidiary |
P254
|
FINISHED |
| Object | Lemförder |
—
|
NE NERFINISHED |
How this triple was built (3 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: Lemförder | Statement: [ZF Friedrichshafen, hasSubsidiary, Lemförder]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Lemförder Context triple: [ZF Friedrichshafen, hasSubsidiary, Lemförder]
-
A.
Oeynhausen
Oeynhausen is a German family name most notably associated with the spa town of Bad Oeynhausen in North Rhine-Westphalia.
-
B.
Breckerfeld
Breckerfeld is a small town in North Rhine-Westphalia, Germany, known for its rural character and location in the hilly, forested region of the Sauerland.
-
C.
Hochemmerich
Hochemmerich is a district of the Rheinhausen area in Duisburg, Germany, known for its residential neighborhoods and proximity to the Rhine River.
-
D.
Bockenem
Bockenem is a small town in Lower Saxony, Germany, known for its rural character and location within the Hildesheim district.
-
E.
Espelkamp
Espelkamp is a small town in North Rhine-Westphalia, Germany, known for its post-war planned layout and light industrial economy.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Lemförder Target entity description: Lemförder is an automotive components manufacturer best known for producing high-quality steering and suspension parts, operating as a subsidiary brand within the ZF Friedrichshafen group.
-
A.
Oeynhausen
Oeynhausen is a German family name most notably associated with the spa town of Bad Oeynhausen in North Rhine-Westphalia.
-
B.
Breckerfeld
Breckerfeld is a small town in North Rhine-Westphalia, Germany, known for its rural character and location in the hilly, forested region of the Sauerland.
-
C.
Hochemmerich
Hochemmerich is a district of the Rheinhausen area in Duisburg, Germany, known for its residential neighborhoods and proximity to the Rhine River.
-
D.
Bockenem
Bockenem is a small town in Lower Saxony, Germany, known for its rural character and location within the Hildesheim district.
-
E.
Espelkamp
Espelkamp is a small town in North Rhine-Westphalia, Germany, known for its post-war planned layout and light industrial economy.
- F. None of above. chosen
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_69d886d279c081909f8ff1f743ddeb69 |
completed | April 10, 2026, 5:12 a.m. |
| NER | Named-entity recognition | batch_69e3f911114481909c865b2e2d3b3a2b |
completed | April 18, 2026, 9:35 p.m. |
Created at: April 10, 2026, 5:37 a.m.