Triple

T7820760
Position Surface form Disambiguated ID Type / Status
Subject Bonus Army march E181121 entity
Predicate alsoKnownAs P39 FINISHED
Object Bonus Expeditionary Force
The Bonus Expeditionary Force was a group of World War I veterans who marched on Washington, D.C. in 1932 to demand early payment of promised service bonuses during the Great Depression.
E695067 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: Bonus Expeditionary Force | Statement: [Bonus Army march, alsoKnownAs, Bonus Expeditionary Force]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Bonus Expeditionary Force
Context triple: [Bonus Army march, alsoKnownAs, Bonus Expeditionary Force]
  • A. Fay (non-battle war gains)
    Fay (non-battle war gains) refers to property and wealth acquired from enemies without actual fighting, which Islamic law—highlighted in Surah Al-Hashr—allocates for public welfare and specific communal beneficiaries rather than individual soldiers.
  • B. Special Force
    Special Force, better known as the Chindits, was a British India–based long-range penetration commando force that conducted deep-raid operations behind Japanese lines in Burma during World War II.
  • C. Key to Defense
    "Key to Defense" is the official motto of the Japan Air Self-Defense Force, reflecting its role as a central element in Japan’s national defense strategy.
  • D. Army Strong
    Army Strong is a former U.S. Army recruiting slogan emphasizing the physical, mental, and emotional strength of soldiers.
  • E. Full Force
    Full Force is an American R&B and hip hop production and songwriting group known for crafting hits for artists like Lisa Lisa and Cult Jam, UTFO, and early-career Rihanna.
  • 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: Bonus Expeditionary Force
Triple: [Bonus Army march, alsoKnownAs, Bonus Expeditionary Force]
Generated description
The Bonus Expeditionary Force was a group of World War I veterans who marched on Washington, D.C. in 1932 to demand early payment of promised service bonuses during the Great Depression.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Bonus Expeditionary Force
Target entity description: The Bonus Expeditionary Force was a group of World War I veterans who marched on Washington, D.C. in 1932 to demand early payment of promised service bonuses during the Great Depression.
  • A. Fay (non-battle war gains)
    Fay (non-battle war gains) refers to property and wealth acquired from enemies without actual fighting, which Islamic law—highlighted in Surah Al-Hashr—allocates for public welfare and specific communal beneficiaries rather than individual soldiers.
  • B. Special Force
    Special Force, better known as the Chindits, was a British India–based long-range penetration commando force that conducted deep-raid operations behind Japanese lines in Burma during World War II.
  • C. Key to Defense
    "Key to Defense" is the official motto of the Japan Air Self-Defense Force, reflecting its role as a central element in Japan’s national defense strategy.
  • D. Army Strong
    Army Strong is a former U.S. Army recruiting slogan emphasizing the physical, mental, and emotional strength of soldiers.
  • E. Full Force
    Full Force is an American R&B and hip hop production and songwriting group known for crafting hits for artists like Lisa Lisa and Cult Jam, UTFO, and early-career Rihanna.
  • 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_69ca828153f48190bdb27ac46f8e0745 completed March 30, 2026, 2:02 p.m.
NER Named-entity recognition batch_69cafa06d28881908d62d4c02b45cedd completed March 30, 2026, 10:32 p.m.
NED1 Entity disambiguation (via context triple) batch_69cb149bae408190a931ecbc803b0850 completed March 31, 2026, 12:26 a.m.
NEDg Description generation batch_69cb1734159881909590ed51e8920387 completed March 31, 2026, 12:37 a.m.
NED2 Entity disambiguation (via description) batch_69cb1a62569c81908709d814954f667e completed March 31, 2026, 12:50 a.m.
Created at: March 30, 2026, 4:41 p.m.