Triple

T16926336
Position Surface form Disambiguated ID Type / Status
Subject Robert W. Woodruff E410581 entity
Predicate militaryService P253 FINISHED
Object United States Army (World War I, non-combat industrial role)
The United States Army’s World War I non-combat industrial branch comprised support units focused on manufacturing, logistics, and other industrial activities essential to sustaining military operations rather than engaging in frontline fighting.
E33757 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: United States Army (World War I, non-combat industrial role) | Statement: [Robert W. Woodruff, militaryService, United States Army (World War I, non-combat industrial role)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: United States Army (World War I, non-combat industrial role)
Context triple: [Robert W. Woodruff, militaryService, United States Army (World War I, non-combat industrial role)]
  • A. United States Armed Forces in World War I
    The United States Armed Forces in World War I were the American military forces that entered the conflict in 1917, significantly bolstering the Allies and helping to turn the tide toward victory on the Western Front.
  • B. United States home front during World War I
    The United States home front during World War I was marked by rapid industrial mobilization, government regulation of the economy and resources, and widespread propaganda campaigns to support the war effort and shape public opinion.
  • C. United States Army in World War II
    The United States Army in World War II was the massive land warfare branch of the U.S. military that expanded rapidly to fight in both the European and Pacific theaters, playing a decisive role in the defeat of the Axis powers.
  • D. United States Ordnance Department
    The United States Ordnance Department was a branch of the U.S. Army responsible for the procurement, supply, and maintenance of weapons, ammunition, and military equipment.
  • E. Office of War Utilities
    The Office of War Utilities was a U.S. World War II–era government agency responsible for coordinating and regulating civilian utility services to support wartime production and resource conservation.
  • 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: United States Army (World War I, non-combat industrial role)
Triple: [Robert W. Woodruff, militaryService, United States Army (World War I, non-combat industrial role)]
Generated description
The United States Army’s World War I non-combat industrial branch comprised support units focused on manufacturing, logistics, and other industrial activities essential to sustaining military operations rather than engaging in frontline fighting.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: United States Army (World War I, non-combat industrial role)
Target entity description: The United States Army’s World War I non-combat industrial branch comprised support units focused on manufacturing, logistics, and other industrial activities essential to sustaining military operations rather than engaging in frontline fighting.
  • A. United States Armed Forces in World War I
    The United States Armed Forces in World War I were the American military forces that entered the conflict in 1917, significantly bolstering the Allies and helping to turn the tide toward victory on the Western Front.
  • B. United States home front during World War I
    The United States home front during World War I was marked by rapid industrial mobilization, government regulation of the economy and resources, and widespread propaganda campaigns to support the war effort and shape public opinion.
  • C. United States Army in World War II
    The United States Army in World War II was the massive land warfare branch of the U.S. military that expanded rapidly to fight in both the European and Pacific theaters, playing a decisive role in the defeat of the Axis powers.
  • D. United States Ordnance Department chosen
    The United States Ordnance Department was a branch of the U.S. Army responsible for the procurement, supply, and maintenance of weapons, ammunition, and military equipment.
  • E. Office of War Utilities
    The Office of War Utilities was a U.S. World War II–era government agency responsible for coordinating and regulating civilian utility services to support wartime production and resource conservation.
  • F. None of above.

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_69d886c7b1e481908c3766dfa8c13458 completed April 10, 2026, 5:12 a.m.
NER Named-entity recognition batch_69e3cdf2dcd881909798bd245e18c599 completed April 18, 2026, 6:31 p.m.
NED1 Entity disambiguation (via context triple) batch_6a00cfd8a88c8190adda386b62fe543c completed May 10, 2026, 6:35 p.m.
NEDg Description generation batch_6a00d0a0852c8190991af93d50fa2216 completed May 10, 2026, 6:38 p.m.
NED2 Entity disambiguation (via description) batch_6a00d14d13548190bb09408d28ff1ef8 completed May 10, 2026, 6:41 p.m.
Created at: April 10, 2026, 5:30 a.m.