Triple
T10141562
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Papenburg |
E231594
|
entity |
| Predicate | locatedInEconomicRegion |
P12445
|
FINISHED |
| Object |
Northwest Germany shipbuilding cluster
The Northwest Germany shipbuilding cluster is a regional industrial hub known for its concentration of shipyards, maritime suppliers, and related engineering firms in northern Germany.
|
E844364
|
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: Northwest Germany shipbuilding cluster | Statement: [Papenburg, locatedInEconomicRegion, Northwest Germany shipbuilding cluster]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Northwest Germany shipbuilding cluster Context triple: [Papenburg, locatedInEconomicRegion, Northwest Germany shipbuilding cluster]
-
A.
Blohm & Voss shipyard, Hamburg
Blohm & Voss shipyard in Hamburg is a historic German shipbuilding and engineering company renowned for constructing major naval vessels and innovative commercial ships since the late 19th century.
-
B.
Germaniawerft
Germaniawerft was a major German shipbuilding company and naval shipyard in Kiel, known for constructing warships for the Imperial German Navy and later the Kriegsmarine.
-
C.
Meyer Werft
Meyer Werft is a major German shipbuilding company renowned for constructing large, modern cruise ships at its shipyard in Papenburg.
-
D.
Schichau-Werke shipyard
Schichau-Werke shipyard was a major German shipbuilding and engineering yard, historically significant for constructing naval and commercial vessels in what is now Gdańsk, Poland.
-
E.
Howaldtswerke-Deutsche Werft
Howaldtswerke-Deutsche Werft is a major German shipbuilding company renowned for designing and constructing advanced naval vessels and submarines.
- 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: Northwest Germany shipbuilding cluster Triple: [Papenburg, locatedInEconomicRegion, Northwest Germany shipbuilding cluster]
Generated description
The Northwest Germany shipbuilding cluster is a regional industrial hub known for its concentration of shipyards, maritime suppliers, and related engineering firms in northern Germany.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Northwest Germany shipbuilding cluster Target entity description: The Northwest Germany shipbuilding cluster is a regional industrial hub known for its concentration of shipyards, maritime suppliers, and related engineering firms in northern Germany.
-
A.
Blohm & Voss shipyard, Hamburg
Blohm & Voss shipyard in Hamburg is a historic German shipbuilding and engineering company renowned for constructing major naval vessels and innovative commercial ships since the late 19th century.
-
B.
Germaniawerft
Germaniawerft was a major German shipbuilding company and naval shipyard in Kiel, known for constructing warships for the Imperial German Navy and later the Kriegsmarine.
-
C.
Meyer Werft
Meyer Werft is a major German shipbuilding company renowned for constructing large, modern cruise ships at its shipyard in Papenburg.
-
D.
Schichau-Werke shipyard
Schichau-Werke shipyard was a major German shipbuilding and engineering yard, historically significant for constructing naval and commercial vessels in what is now Gdańsk, Poland.
-
E.
Howaldtswerke-Deutsche Werft
Howaldtswerke-Deutsche Werft is a major German shipbuilding company renowned for designing and constructing advanced naval vessels and submarines.
- 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_69ca848364f881908a24366a6feec1db |
completed | March 30, 2026, 2:11 p.m. |
| NER | Named-entity recognition | batch_69cdeb2599e0819090184631e481310c |
completed | April 2, 2026, 4:05 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d2e603d4548190a561e735c603946f |
completed | April 5, 2026, 10:45 p.m. |
| NEDg | Description generation | batch_69d2e7d9932c8190b1947df14f373f9c |
completed | April 5, 2026, 10:53 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d2e8c425b88190b20f1706fe3343f4 |
completed | April 5, 2026, 10:57 p.m. |
Created at: March 30, 2026, 9:07 p.m.