Triple

T6171510
Position Surface form Disambiguated ID Type / Status
Subject Mexican Expedition E137708 entity
Predicate hasCause P708 FINISHED
Object Pancho Villa's raid on Columbus, New Mexico
Pancho Villa's raid on Columbus, New Mexico was a 1916 cross-border attack by Mexican revolutionary forces on a U.S. border town that provoked a major American military response.
E573719 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: Pancho Villa's raid on Columbus, New Mexico | Statement: [Mexican Expedition, hasCause, Pancho Villa's raid on Columbus, New Mexico]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Pancho Villa's raid on Columbus, New Mexico
Context triple: [Mexican Expedition, hasCause, Pancho Villa's raid on Columbus, New Mexico]
  • A. assassination of Pancho Villa
    The assassination of Pancho Villa was the 1923 killing of the famed Mexican revolutionary leader Francisco "Pancho" Villa, an event that marked the violent end of his political and military influence in post-revolutionary Mexico.
  • B. New Mexico Campaign
    The New Mexico Campaign was a U.S. military operation during the Mexican–American War aimed at seizing control of the New Mexico Territory from Mexican authority.
  • C. Geronimo Campaign
    The Geronimo Campaign was a late 19th-century U.S. military operation aimed at capturing the Apache leader Geronimo, marking one of the final major conflicts of the Apache Wars.
  • D. U.S. occupation of Monterrey
    The U.S. occupation of Monterrey was a key early American military seizure and control of the Mexican city of Monterrey during the Mexican–American War, setting the stage for later battles such as Buena Vista.
  • E. Taylor’s Northern Mexico campaign
    Taylor’s Northern Mexico campaign was the opening U.S. offensive in the Mexican–American War, in which General Zachary Taylor advanced from the Texas border into northern Mexico, winning key battles that secured American control of the region.
  • 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: Pancho Villa's raid on Columbus, New Mexico
Triple: [Mexican Expedition, hasCause, Pancho Villa's raid on Columbus, New Mexico]
Generated description
Pancho Villa's raid on Columbus, New Mexico was a 1916 cross-border attack by Mexican revolutionary forces on a U.S. border town that provoked a major American military response.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Pancho Villa's raid on Columbus, New Mexico
Target entity description: Pancho Villa's raid on Columbus, New Mexico was a 1916 cross-border attack by Mexican revolutionary forces on a U.S. border town that provoked a major American military response.
  • A. assassination of Pancho Villa
    The assassination of Pancho Villa was the 1923 killing of the famed Mexican revolutionary leader Francisco "Pancho" Villa, an event that marked the violent end of his political and military influence in post-revolutionary Mexico.
  • B. New Mexico Campaign
    The New Mexico Campaign was a U.S. military operation during the Mexican–American War aimed at seizing control of the New Mexico Territory from Mexican authority.
  • C. Geronimo Campaign
    The Geronimo Campaign was a late 19th-century U.S. military operation aimed at capturing the Apache leader Geronimo, marking one of the final major conflicts of the Apache Wars.
  • D. U.S. occupation of Monterrey
    The U.S. occupation of Monterrey was a key early American military seizure and control of the Mexican city of Monterrey during the Mexican–American War, setting the stage for later battles such as Buena Vista.
  • E. Taylor’s Northern Mexico campaign
    Taylor’s Northern Mexico campaign was the opening U.S. offensive in the Mexican–American War, in which General Zachary Taylor advanced from the Texas border into northern Mexico, winning key battles that secured American control of the region.
  • 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_69c008a68c508190a8d78245c865960e completed March 22, 2026, 3:20 p.m.
NER Named-entity recognition batch_69c05d910c3c8190ae6af548259295ff completed March 22, 2026, 9:22 p.m.
NED1 Entity disambiguation (via context triple) batch_69c141ad559881909076b6ab34b14f2b completed March 23, 2026, 1:35 p.m.
NEDg Description generation batch_69c14889a3b48190bf5d523cbc261d7c completed March 23, 2026, 2:04 p.m.
NED2 Entity disambiguation (via description) batch_69c148de2d64819094d623e7f3b0f5f8 completed March 23, 2026, 2:06 p.m.
Created at: March 22, 2026, 4:18 p.m.