Triple

T6876514
Position Surface form Disambiguated ID Type / Status
Subject United States Shipping Board E158684 entity
Predicate significantEvent P259 FINISHED
Object World War I shipbuilding program
The World War I shipbuilding program was a massive U.S.-led emergency effort to rapidly construct merchant and naval vessels to support Allied logistics and counter shipping losses during the First World War.
E626409 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: World War I shipbuilding program | Statement: [United States Shipping Board, significantEvent, World War I shipbuilding program]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: World War I shipbuilding program
Context triple: [United States Shipping Board, significantEvent, World War I shipbuilding program]
  • A. Dreadnought programme
    The Dreadnought programme is the United Kingdom’s initiative to design, build, and deploy a new generation of nuclear-armed ballistic missile submarines to replace the Royal Navy’s current Vanguard-class deterrent fleet.
  • B. Dreadnought Building
    The Dreadnought Building is a prominent historic structure at the University of Greenwich’s main campus, now serving as a central hub for student services, teaching, and social spaces.
  • C. Imperial Japanese Navy shipbuilding program
    The Imperial Japanese Navy shipbuilding program was the coordinated effort by Japan’s naval authorities to design, construct, and expand its fleet of warships and support vessels, particularly during the late 19th and early 20th centuries.
  • D. Liberty ships
    Liberty ships were mass-produced American cargo vessels built during World War II to rapidly transport war supplies and troops across the Atlantic and other theaters.
  • E. Expansion of the U.S. Navy
    The Expansion of the U.S. Navy refers to the significant strengthening and modernization of American naval forces during James Monroe’s administration, enhancing the nation’s maritime defense and global presence.
  • 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: World War I shipbuilding program
Triple: [United States Shipping Board, significantEvent, World War I shipbuilding program]
Generated description
The World War I shipbuilding program was a massive U.S.-led emergency effort to rapidly construct merchant and naval vessels to support Allied logistics and counter shipping losses during the First World War.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: World War I shipbuilding program
Target entity description: The World War I shipbuilding program was a massive U.S.-led emergency effort to rapidly construct merchant and naval vessels to support Allied logistics and counter shipping losses during the First World War.
  • A. Dreadnought programme
    The Dreadnought programme is the United Kingdom’s initiative to design, build, and deploy a new generation of nuclear-armed ballistic missile submarines to replace the Royal Navy’s current Vanguard-class deterrent fleet.
  • B. Dreadnought Building
    The Dreadnought Building is a prominent historic structure at the University of Greenwich’s main campus, now serving as a central hub for student services, teaching, and social spaces.
  • C. Imperial Japanese Navy shipbuilding program
    The Imperial Japanese Navy shipbuilding program was the coordinated effort by Japan’s naval authorities to design, construct, and expand its fleet of warships and support vessels, particularly during the late 19th and early 20th centuries.
  • D. Liberty ships
    Liberty ships were mass-produced American cargo vessels built during World War II to rapidly transport war supplies and troops across the Atlantic and other theaters.
  • E. Expansion of the U.S. Navy
    The Expansion of the U.S. Navy refers to the significant strengthening and modernization of American naval forces during James Monroe’s administration, enhancing the nation’s maritime defense and global presence.
  • 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_69c68832af1481908ce356e133ebaebe completed March 27, 2026, 1:37 p.m.
NER Named-entity recognition batch_69c6d8cb76108190a5136240ed85d900 completed March 27, 2026, 7:21 p.m.
NED1 Entity disambiguation (via context triple) batch_69c742bd0bfc8190971aa9d8b7e6709d completed March 28, 2026, 2:53 a.m.
NEDg Description generation batch_69c74546fb048190924677a3805e4d70 completed March 28, 2026, 3:04 a.m.
NED2 Entity disambiguation (via description) batch_69c745df6de48190b4c50dcb1a5c0231 completed March 28, 2026, 3:07 a.m.
Created at: March 27, 2026, 2:22 p.m.