Triple

T8037307
Position Surface form Disambiguated ID Type / Status
Subject Freeport E187138 entity
Predicate hasIndustrialArea P40 FINISHED
Object Grand Bahama Shipyard
Grand Bahama Shipyard is a major ship repair and maintenance facility located in Freeport on Grand Bahama Island, serving commercial and cruise vessels in the Caribbean region.
 E708594 NE FINISHED

Named-entity recognition

Before disambiguation, gpt-5-mini classified whether the object phrase is a named entity — the step behind the object's NE type shown above.

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: Grand Bahama Shipyard | Statement: [Freeport, hasIndustrialArea, Grand Bahama Shipyard]

Disambiguation candidates (2 decisions)

The exact options the model was shown at each disambiguation step, with the option it chose highlighted — the evidence behind this triple's disambiguated ids.

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Grand Bahama Shipyard
Context triple: [Freeport, hasIndustrialArea, Grand Bahama Shipyard]
  • A. Crescent Shipyard
    Crescent Shipyard was a prominent late-19th-century American shipbuilding yard in Elizabeth, New Jersey, best known for constructing John Philip Holland’s pioneering submarines for the U.S. Navy.
  • B. Eldean Shipyard
    Eldean Shipyard is a full-service marina and boatyard located on Lake Macatawa in Michigan, known for its docking, storage, and marine maintenance services.
  • C. Laird Brothers shipyard
    Laird Brothers shipyard was a prominent 19th-century British shipbuilding firm in Birkenhead, England, known for constructing advanced warships and commerce raiders, including vessels built for the Confederate Navy during the American Civil War.
  • D. Saint John Shipbuilding
    Saint John Shipbuilding was a major Canadian shipyard in Saint John, New Brunswick, known for constructing naval and commercial vessels, including modern warships for the Royal Canadian Navy.
  • E. J. Samuel White shipyard
    J. Samuel White shipyard was a prominent British shipbuilding company based in Cowes on the Isle of Wight, known for constructing naval vessels for the Royal Navy and foreign fleets in the late 19th and early 20th centuries.
  • 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: Grand Bahama Shipyard
Target entity description: Grand Bahama Shipyard is a major ship repair and maintenance facility located in Freeport on Grand Bahama Island, serving commercial and cruise vessels in the Caribbean region.
  • A. Crescent Shipyard
    Crescent Shipyard was a prominent late-19th-century American shipbuilding yard in Elizabeth, New Jersey, best known for constructing John Philip Holland’s pioneering submarines for the U.S. Navy.
  • B. Eldean Shipyard
    Eldean Shipyard is a full-service marina and boatyard located on Lake Macatawa in Michigan, known for its docking, storage, and marine maintenance services.
  • C. Laird Brothers shipyard
    Laird Brothers shipyard was a prominent 19th-century British shipbuilding firm in Birkenhead, England, known for constructing advanced warships and commerce raiders, including vessels built for the Confederate Navy during the American Civil War.
  • D. Saint John Shipbuilding
    Saint John Shipbuilding was a major Canadian shipyard in Saint John, New Brunswick, known for constructing naval and commercial vessels, including modern warships for the Royal Canadian Navy.
  • E. J. Samuel White shipyard
    J. Samuel White shipyard was a prominent British shipbuilding company based in Cowes on the Isle of Wight, known for constructing naval vessels for the Royal Navy and foreign fleets in the late 19th and early 20th centuries.
  • F. None of above. chosen

How the object was described

The object's one-sentence description was generated by prompting gpt-5.1 with the object name and this triple as context.

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: Grand Bahama Shipyard
Triple: [Freeport, hasIndustrialArea, Grand Bahama Shipyard]
Generated description
Grand Bahama Shipyard is a major ship repair and maintenance facility located in Freeport on Grand Bahama Island, serving commercial and cruise vessels in the Caribbean region.

Provenance (5 batches)

Stage Batch ID Job type Status
creating batch_69ca82ae2d1081909dbfee42b41db419 elicitation completed
NER batch_69cb3f188e1c8190b92760c91d31f2df ner completed
NED1 batch_69cc56fa97ac8190a0bd646d9ec345e4 ned_source_triple completed
NED2 batch_69cc5cc2f71081909cb7c0c245368edb ned_description completed
NEDg batch_69cc58abd96c8190ab9eeaece67d5408 nedg completed
Created at: March 30, 2026, 5:23 p.m.