Triple

T7747815
Position Surface form Disambiguated ID Type / Status
Subject Navajo Wars E175674 entity
Predicate relatedTo P37 FINISHED
Object Mexican–American frontier conflicts
Mexican–American frontier conflicts were a series of violent clashes, raids, and military campaigns in the 19th century between Mexican and later U.S. authorities and various Indigenous peoples along the shifting borderlands of the American Southwest.
E652598 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: Mexican–American frontier conflicts | Statement: [Navajo Wars, relatedTo, Mexican–American frontier conflicts]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Mexican–American frontier conflicts
Context triple: [Navajo Wars, relatedTo, Mexican–American frontier conflicts]
  • A. Comanche Wars
    The Comanche Wars were a series of 18th- and 19th-century conflicts in the Southern Plains between the Comanche people and various colonial, Mexican, and United States forces over control of territory and resources.
  • B. 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.
  • C. 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.
  • D. Indian Wars in the Southwest
    The Indian Wars in the Southwest were a series of 19th-century conflicts between the United States and various Native American tribes in the arid borderlands of the American Southwest, marked by protracted guerrilla warfare, forced relocations, and the eventual confinement of Indigenous peoples to reservations.
  • E. 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.
  • 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: Mexican–American frontier conflicts
Triple: [Navajo Wars, relatedTo, Mexican–American frontier conflicts]
Generated description
Mexican–American frontier conflicts were a series of violent clashes, raids, and military campaigns in the 19th century between Mexican and later U.S. authorities and various Indigenous peoples along the shifting borderlands of the American Southwest.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Mexican–American frontier conflicts
Target entity description: Mexican–American frontier conflicts were a series of violent clashes, raids, and military campaigns in the 19th century between Mexican and later U.S. authorities and various Indigenous peoples along the shifting borderlands of the American Southwest.
  • A. Comanche Wars
    The Comanche Wars were a series of 18th- and 19th-century conflicts in the Southern Plains between the Comanche people and various colonial, Mexican, and United States forces over control of territory and resources.
  • B. 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.
  • C. 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.
  • D. Indian Wars in the Southwest chosen
    The Indian Wars in the Southwest were a series of 19th-century conflicts between the United States and various Native American tribes in the arid borderlands of the American Southwest, marked by protracted guerrilla warfare, forced relocations, and the eventual confinement of Indigenous peoples to reservations.
  • E. 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.
  • 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_69c69960b3588190a53aa590d31d9544 completed March 27, 2026, 2:51 p.m.
NER Named-entity recognition batch_69c7038caa64819084f61b42a73c2d8b completed March 27, 2026, 10:24 p.m.
NED1 Entity disambiguation (via context triple) batch_69c8be50ac4881909b537f513bed2edd completed March 29, 2026, 5:53 a.m.
NEDg Description generation batch_69c8bf9e93bc8190a4764967c06de4af completed March 29, 2026, 5:58 a.m.
NED2 Entity disambiguation (via description) batch_69c8c01bf3f08190a0071eff2c412e6e completed March 29, 2026, 6:01 a.m.
Created at: March 27, 2026, 4:08 p.m.