Triple
T21205521
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Georgsmarienhütte |
E522566
|
entity |
| Predicate | hasMajorEmployer |
P588
|
FINISHED |
| Object |
Georgsmarienhütte GmbH steelworks
Georgsmarienhütte GmbH steelworks is a major German steel production company known for manufacturing high-quality steel and steel products, particularly for the automotive and engineering industries.
|
E1472060
|
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: Georgsmarienhütte GmbH steelworks | Statement: [Georgsmarienhütte, hasMajorEmployer, Georgsmarienhütte GmbH steelworks]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Georgsmarienhütte GmbH steelworks Context triple: [Georgsmarienhütte, hasMajorEmployer, Georgsmarienhütte GmbH steelworks]
-
A.
Peine steelworks
Peine steelworks is a major steel production plant in Peine, Germany, known for its long-standing role in regional heavy industry and metal manufacturing.
-
B.
Deutsche Eisenwerke
Deutsche Eisenwerke was a German industrial firm known for producing military equipment, including armored vehicles, during the World War II era.
-
C.
Třinec Iron and Steel Works
Třinec Iron and Steel Works is a major Czech steelmaking complex and one of Central Europe’s oldest and most important industrial enterprises.
-
D.
Hunedoara Steelworks
Hunedoara Steelworks is a major Romanian industrial complex historically known as one of the country’s largest and most important steel production facilities.
-
E.
Erzherzog-Johann-Hütte
Erzherzog-Johann-Hütte is a high-altitude alpine refuge in the Austrian Alps that serves as a key base for climbers ascending the Grossglockner.
- 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: Georgsmarienhütte GmbH steelworks Triple: [Georgsmarienhütte, hasMajorEmployer, Georgsmarienhütte GmbH steelworks]
Generated description
Georgsmarienhütte GmbH steelworks is a major German steel production company known for manufacturing high-quality steel and steel products, particularly for the automotive and engineering industries.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Georgsmarienhütte GmbH steelworks Target entity description: Georgsmarienhütte GmbH steelworks is a major German steel production company known for manufacturing high-quality steel and steel products, particularly for the automotive and engineering industries.
-
A.
Peine steelworks
Peine steelworks is a major steel production plant in Peine, Germany, known for its long-standing role in regional heavy industry and metal manufacturing.
-
B.
Deutsche Eisenwerke
Deutsche Eisenwerke was a German industrial firm known for producing military equipment, including armored vehicles, during the World War II era.
-
C.
Třinec Iron and Steel Works
Třinec Iron and Steel Works is a major Czech steelmaking complex and one of Central Europe’s oldest and most important industrial enterprises.
-
D.
Hunedoara Steelworks
Hunedoara Steelworks is a major Romanian industrial complex historically known as one of the country’s largest and most important steel production facilities.
-
E.
Erzherzog-Johann-Hütte
Erzherzog-Johann-Hütte is a high-altitude alpine refuge in the Austrian Alps that serves as a key base for climbers ascending the Grossglockner.
- 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_69e0b5112d8881909510b2dcdc93106d |
completed | April 16, 2026, 10:08 a.m. |
| NER | Named-entity recognition | batch_69e734342e9081909e241bed54dbc0b4 |
completed | April 21, 2026, 8:24 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a097ed0fc988190b112058f5bb03515 |
completed | May 17, 2026, 8:39 a.m. |
| NEDg | Description generation | batch_6a09807f39188190adaba95201b15d49 |
completed | May 17, 2026, 8:46 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0981288c4c8190bc9ecf6073be5ab3 |
completed | May 17, 2026, 8:49 a.m. |
Created at: April 16, 2026, 3:20 p.m.