Triple
T8095209
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Stuttgart region |
E188965
|
entity |
| Predicate | hasMajorCompanyHeadquarters |
P588
|
FINISHED |
| Object |
Trumpf SE + Co. KG
Trumpf SE + Co. KG is a German high-tech company renowned worldwide for its machine tools, laser technology, and industrial electronics used in manufacturing.
|
E709004
|
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: Trumpf SE + Co. KG | Statement: [Stuttgart region, hasMajorCompanyHeadquarters, Trumpf SE + Co. KG]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Trumpf SE + Co. KG Context triple: [Stuttgart region, hasMajorCompanyHeadquarters, Trumpf SE + Co. KG]
-
A.
Semperit
Semperit is a tire and rubber products brand owned by the German automotive supplier Continental AG.
-
B.
Hellmuth Walter Kommanditgesellschaft
Hellmuth Walter Kommanditgesellschaft was a German engineering firm best known for developing advanced rocket and gas-turbine propulsion systems for military aircraft and submarines during World War II.
-
C.
Duncker & Humblot
Duncker & Humblot is a long-established German academic publishing house known for its scholarly works in the humanities and social sciences.
-
D.
Buna-Werke
Buna-Werke was a synthetic rubber and fuel plant operated by IG Farben near Auschwitz, notorious for its use of forced labor from the adjacent Monowitz concentration camp during World War II.
-
E.
Reichmann International
Reichmann International is a real estate development company best known for leading major commercial projects such as Mexico City’s landmark skyscraper Torre Mayor.
- 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: Trumpf SE + Co. KG Triple: [Stuttgart region, hasMajorCompanyHeadquarters, Trumpf SE + Co. KG]
Generated description
Trumpf SE + Co. KG is a German high-tech company renowned worldwide for its machine tools, laser technology, and industrial electronics used in manufacturing.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Trumpf SE + Co. KG Target entity description: Trumpf SE + Co. KG is a German high-tech company renowned worldwide for its machine tools, laser technology, and industrial electronics used in manufacturing.
-
A.
Semperit
Semperit is a tire and rubber products brand owned by the German automotive supplier Continental AG.
-
B.
Hellmuth Walter Kommanditgesellschaft
Hellmuth Walter Kommanditgesellschaft was a German engineering firm best known for developing advanced rocket and gas-turbine propulsion systems for military aircraft and submarines during World War II.
-
C.
Duncker & Humblot
Duncker & Humblot is a long-established German academic publishing house known for its scholarly works in the humanities and social sciences.
-
D.
Buna-Werke
Buna-Werke was a synthetic rubber and fuel plant operated by IG Farben near Auschwitz, notorious for its use of forced labor from the adjacent Monowitz concentration camp during World War II.
-
E.
Reichmann International
Reichmann International is a real estate development company best known for leading major commercial projects such as Mexico City’s landmark skyscraper Torre Mayor.
- 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_69ca82b7b3e88190b9041ab0ef28b3cb |
completed | March 30, 2026, 2:03 p.m. |
| NER | Named-entity recognition | batch_69cb4291f1d4819098985ac2b20b6c75 |
completed | March 31, 2026, 3:42 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cc6414ca048190ac0e644b2c399bfb |
completed | April 1, 2026, 12:17 a.m. |
| NEDg | Description generation | batch_69cc651eecf481909bf0ea90001c83f3 |
completed | April 1, 2026, 12:21 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69cc664d69a08190b92e34a0e1de48a7 |
completed | April 1, 2026, 12:26 a.m. |
Created at: March 30, 2026, 5:30 p.m.