Triple

T23040481
Position Surface form Disambiguated ID Type / Status
Subject Pancho Villa's raid on Columbus, New Mexico E573719 entity
Predicate partOf P40 FINISHED
Object United States–Mexico border conflicts
The United States–Mexico border conflicts were a series of late 19th- and early 20th-century military clashes, raids, and tensions along the U.S.–Mexico frontier involving revolutionaries, bandits, and both national armies.
E1568726 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–Mexico border conflicts | Statement: [Pancho Villa's raid on Columbus, New Mexico, partOf, United States–Mexico border conflicts]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: United States–Mexico border conflicts
Context triple: [Pancho Villa's raid on Columbus, New Mexico, partOf, United States–Mexico border conflicts]
  • A. Pig War
    The Pig War was an 1859 border dispute between the United States and Great Britain over the San Juan Islands that is notable for having escalated from the shooting of a pig yet resulted in no human casualties.
  • B. Yaqui Wars
    The Yaqui Wars were a series of violent conflicts from the 16th to early 20th centuries between the Indigenous Yaqui people of northern Mexico and Spanish, then Mexican, authorities over land, autonomy, and resistance to colonization.
  • C. Mexican–American War
    The Mexican–American War was a mid-19th-century conflict between the United States and Mexico that resulted in significant territorial gains for the U.S., including present-day California, Arizona, New Mexico, and other southwestern lands.
  • D. Spanish–Native American wars
    The Spanish–Native American wars were a series of conflicts between Spanish colonial forces and various Indigenous peoples of the Americas, fought over territory, resources, and resistance to colonization from the 16th through the 19th centuries.
  • E. Navajo Wars
    The Navajo Wars were a series of 19th-century conflicts between the Navajo people and the United States (and earlier Spanish and Mexican authorities), marked by campaigns of forced relocation, including the Long Walk to Bosque Redondo.
  • 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–Mexico border conflicts
Triple: [Pancho Villa's raid on Columbus, New Mexico, partOf, United States–Mexico border conflicts]
Generated description
The United States–Mexico border conflicts were a series of late 19th- and early 20th-century military clashes, raids, and tensions along the U.S.–Mexico frontier involving revolutionaries, bandits, and both national armies.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: United States–Mexico border conflicts
Target entity description: The United States–Mexico border conflicts were a series of late 19th- and early 20th-century military clashes, raids, and tensions along the U.S.–Mexico frontier involving revolutionaries, bandits, and both national armies.
  • A. Pig War
    The Pig War was an 1859 border dispute between the United States and Great Britain over the San Juan Islands that is notable for having escalated from the shooting of a pig yet resulted in no human casualties.
  • B. Yaqui Wars
    The Yaqui Wars were a series of violent conflicts from the 16th to early 20th centuries between the Indigenous Yaqui people of northern Mexico and Spanish, then Mexican, authorities over land, autonomy, and resistance to colonization.
  • C. Mexican–American War
    The Mexican–American War was a mid-19th-century conflict between the United States and Mexico that resulted in significant territorial gains for the U.S., including present-day California, Arizona, New Mexico, and other southwestern lands.
  • D. Spanish–Native American wars
    The Spanish–Native American wars were a series of conflicts between Spanish colonial forces and various Indigenous peoples of the Americas, fought over territory, resources, and resistance to colonization from the 16th through the 19th centuries.
  • E. Navajo Wars
    The Navajo Wars were a series of 19th-century conflicts between the Navajo people and the United States (and earlier Spanish and Mexican authorities), marked by campaigns of forced relocation, including the Long Walk to Bosque Redondo.
  • 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_69e245b9c11481909d06c872214d21af completed April 17, 2026, 2:37 p.m.
NER Named-entity recognition batch_69f18512df708190a6892e743a289c74 completed April 29, 2026, 4:12 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0c0ad4129c81908c33a31c952c7d0f completed May 19, 2026, 7:01 a.m.
NEDg Description generation batch_6a0c0e9857ac8190a06f616ffe2dff34 completed May 19, 2026, 7:17 a.m.
NED2 Entity disambiguation (via description) batch_6a0c0ee7c4708190934b494e35f57ed5 completed May 19, 2026, 7:19 a.m.
Created at: April 17, 2026, 3:53 p.m.