Triple

T7194112
Position Surface form Disambiguated ID Type / Status
Subject Arleigh Burke-class destroyer sections E167766 entity
Predicate hasManufacturer P4022 FINISHED
Object Ingalls Shipbuilding
Ingalls Shipbuilding is a major American shipyard in Pascagoula, Mississippi, best known for constructing U.S. Navy warships including numerous modern destroyers and amphibious assault ships.
E653310 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: Ingalls Shipbuilding | Statement: [Arleigh Burke-class destroyer sections, hasManufacturer, Ingalls Shipbuilding]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ingalls Shipbuilding
Context triple: [Arleigh Burke-class destroyer sections, hasManufacturer, Ingalls Shipbuilding]
  • A. Federal Shipbuilding and Drydock Company
    Federal Shipbuilding and Drydock Company was a major American shipyard in Kearny, New Jersey, that built numerous naval vessels, particularly destroyers, for the U.S. Navy during the early to mid-20th century.
  • B. American Ship Building Company
    American Ship Building Company was a prominent U.S. shipbuilding firm best known for constructing Great Lakes freighters and other commercial vessels during the late 19th and 20th centuries.
  • C. Fairfield Shipbuilding and Engineering Company
    Fairfield Shipbuilding and Engineering Company was a prominent Scottish shipbuilding and engineering firm based on the River Clyde, renowned for constructing major Royal Navy warships and commercial vessels during the late 19th and 20th centuries.
  • D. Newport News Shipbuilding
    Newport News Shipbuilding is a major American shipyard in Virginia renowned for constructing U.S. Navy warships, including battleships, aircraft carriers, and submarines.
  • E. Bethlehem Shipbuilding Corporation
    Bethlehem Shipbuilding Corporation was a major American shipbuilding company, particularly prominent in the early to mid-20th century for constructing numerous naval and commercial vessels.
  • 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: Ingalls Shipbuilding
Triple: [Arleigh Burke-class destroyer sections, hasManufacturer, Ingalls Shipbuilding]
Generated description
Ingalls Shipbuilding is a major American shipyard in Pascagoula, Mississippi, best known for constructing U.S. Navy warships including numerous modern destroyers and amphibious assault ships.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ingalls Shipbuilding
Target entity description: Ingalls Shipbuilding is a major American shipyard in Pascagoula, Mississippi, best known for constructing U.S. Navy warships including numerous modern destroyers and amphibious assault ships.
  • A. Federal Shipbuilding and Drydock Company
    Federal Shipbuilding and Drydock Company was a major American shipyard in Kearny, New Jersey, that built numerous naval vessels, particularly destroyers, for the U.S. Navy during the early to mid-20th century.
  • B. American Ship Building Company
    American Ship Building Company was a prominent U.S. shipbuilding firm best known for constructing Great Lakes freighters and other commercial vessels during the late 19th and 20th centuries.
  • C. Fairfield Shipbuilding and Engineering Company
    Fairfield Shipbuilding and Engineering Company was a prominent Scottish shipbuilding and engineering firm based on the River Clyde, renowned for constructing major Royal Navy warships and commercial vessels during the late 19th and 20th centuries.
  • D. Newport News Shipbuilding
    Newport News Shipbuilding is a major American shipyard in Virginia renowned for constructing U.S. Navy warships, including battleships, aircraft carriers, and submarines.
  • E. Bethlehem Shipbuilding Corporation
    Bethlehem Shipbuilding Corporation was a major American shipbuilding company, particularly prominent in the early to mid-20th century for constructing numerous naval and commercial vessels.
  • 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_69c6888b5248819090499a884ee3ec39 completed March 27, 2026, 1:39 p.m.
NER Named-entity recognition batch_69c6e9050164819081fd6a11d10f9833 completed March 27, 2026, 8:31 p.m.
NED1 Entity disambiguation (via context triple) batch_69c7db0401f481909cc09c2b8c23cd24 completed March 28, 2026, 1:43 p.m.
NEDg Description generation batch_69c7dbb0131081908dd70af3c3110b4e completed March 28, 2026, 1:46 p.m.
NED2 Entity disambiguation (via description) batch_69c7dc951d88819098c6053ddd2e981b completed March 28, 2026, 1:50 p.m.
Created at: March 27, 2026, 2:50 p.m.