Triple

T22532281
Position Surface form Disambiguated ID Type / Status
Subject MV Loch Seaforth (2014 ferry) E557067 entity
Predicate builder P3143 FINISHED
Object Flensburger Schiffbau-Gesellschaft
Flensburger Schiffbau-Gesellschaft is a German shipbuilding company renowned for constructing modern ferries, RoRo vessels, and specialized commercial ships.
 E1541651 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: Flensburger Schiffbau-Gesellschaft | Statement: [MV Loch Seaforth (2014 ferry), builder, Flensburger Schiffbau-Gesellschaft]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Flensburger Schiffbau-Gesellschaft
Context triple: [MV Loch Seaforth (2014 ferry), builder, Flensburger Schiffbau-Gesellschaft]
  • A. Deutsche Werft AG
    Deutsche Werft AG was a German shipbuilding company based in Hamburg, known for constructing naval vessels and submarines, particularly during the World War II era.
  • B. Howaldtswerke-Deutsche Werft
    Howaldtswerke-Deutsche Werft is a major German shipbuilding company renowned for designing and constructing advanced naval vessels and submarines.
  • C. Blohm+Voss shipyards
    Blohm+Voss shipyards is a historic German shipbuilding and engineering company in Hamburg, renowned for constructing naval vessels, large commercial ships, and luxury yachts.
  • D. Deutsche Werke Kiel
    Deutsche Werke Kiel was a major German shipbuilding company and naval dockyard in Kiel that constructed warships for the Kriegsmarine and earlier German fleets.
  • E. Meyer Werft
    Meyer Werft is a major German shipbuilding company renowned for constructing large, modern cruise ships at its shipyard in Papenburg.
  • 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: Flensburger Schiffbau-Gesellschaft
Triple: [MV Loch Seaforth (2014 ferry), builder, Flensburger Schiffbau-Gesellschaft]
Generated description
Flensburger Schiffbau-Gesellschaft is a German shipbuilding company renowned for constructing modern ferries, RoRo vessels, and specialized commercial ships.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Flensburger Schiffbau-Gesellschaft
Target entity description: Flensburger Schiffbau-Gesellschaft is a German shipbuilding company renowned for constructing modern ferries, RoRo vessels, and specialized commercial ships.
  • A. Deutsche Werft AG
    Deutsche Werft AG was a German shipbuilding company based in Hamburg, known for constructing naval vessels and submarines, particularly during the World War II era.
  • B. Howaldtswerke-Deutsche Werft
    Howaldtswerke-Deutsche Werft is a major German shipbuilding company renowned for designing and constructing advanced naval vessels and submarines.
  • C. Blohm+Voss shipyards
    Blohm+Voss shipyards is a historic German shipbuilding and engineering company in Hamburg, renowned for constructing naval vessels, large commercial ships, and luxury yachts.
  • D. Deutsche Werke Kiel
    Deutsche Werke Kiel was a major German shipbuilding company and naval dockyard in Kiel that constructed warships for the Kriegsmarine and earlier German fleets.
  • E. Meyer Werft
    Meyer Werft is a major German shipbuilding company renowned for constructing large, modern cruise ships at its shipyard in Papenburg.
  • 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_69e11e57483c8190b0887c4f8ff26446 completed April 16, 2026, 5:37 p.m.
NER Named-entity recognition batch_69f15ed7625081908bdb6cebcda96712 completed April 29, 2026, 1:28 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0b1ddc87308190831920e177374d26 completed May 18, 2026, 2:10 p.m.
NEDg Description generation batch_6a0b1ef5d46481909a33c158e1c6283e completed May 18, 2026, 2:15 p.m.
NED2 Entity disambiguation (via description) batch_6a0b1f662ba48190a1d29ffe46b7e4a2 completed May 18, 2026, 2:17 p.m.
Created at: April 16, 2026, 8:51 p.m.