Triple

T804092
Position Surface form Disambiguated ID Type / Status
Subject Lower Colorado River region E17193 entity
Predicate hasMajorCityNearby P1982 FINISHED
Object San Luis Río Colorado, Sonora
San Luis Río Colorado, Sonora is a Mexican border city in northwestern Sonora located along the Colorado River across from Arizona, known for its role in cross-border trade and agriculture.
E121215 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: San Luis Río Colorado, Sonora | Statement: [Lower Colorado River region, hasMajorCityNearby, San Luis Río Colorado, Sonora]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: San Luis Río Colorado, Sonora
Context triple: [Lower Colorado River region, hasMajorCityNearby, San Luis Río Colorado, Sonora]
  • A. Gila River
    The Gila River is a major waterway in the southwestern United States that flows through New Mexico and Arizona before joining the Colorado River.
  • B. Tijuana River
    The Tijuana River is a short, heavily urbanized and pollution-prone river that flows from northern Baja California, Mexico into Southern California, emptying into the Pacific Ocean near the U.S.–Mexico border.
  • C. Santa Fe River
    The Santa Fe River is a small, historically significant waterway in northern New Mexico that flows through the city of Santa Fe and has long served as a vital source of water for the region.
  • D. Grijalva River
    The Grijalva River is a major river in southeastern Mexico that flows through the states of Chiapas and Tabasco, supporting hydroelectric power generation and agriculture before emptying into the Gulf of Mexico.
  • E. Maricopa
    Maricopa are a Native American people traditionally living along the lower Gila and Colorado Rivers in what is now Arizona, known for their distinct Yuman language and cultural heritage.
  • 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: San Luis Río Colorado, Sonora
Triple: [Lower Colorado River region, hasMajorCityNearby, San Luis Río Colorado, Sonora]
Generated description
San Luis Río Colorado, Sonora is a Mexican border city in northwestern Sonora located along the Colorado River across from Arizona, known for its role in cross-border trade and agriculture.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: San Luis Río Colorado, Sonora
Target entity description: San Luis Río Colorado, Sonora is a Mexican border city in northwestern Sonora located along the Colorado River across from Arizona, known for its role in cross-border trade and agriculture.
  • A. Gila River
    The Gila River is a major waterway in the southwestern United States that flows through New Mexico and Arizona before joining the Colorado River.
  • B. Tijuana River
    The Tijuana River is a short, heavily urbanized and pollution-prone river that flows from northern Baja California, Mexico into Southern California, emptying into the Pacific Ocean near the U.S.–Mexico border.
  • C. Santa Fe River
    The Santa Fe River is a small, historically significant waterway in northern New Mexico that flows through the city of Santa Fe and has long served as a vital source of water for the region.
  • D. Grijalva River
    The Grijalva River is a major river in southeastern Mexico that flows through the states of Chiapas and Tabasco, supporting hydroelectric power generation and agriculture before emptying into the Gulf of Mexico.
  • E. Maricopa
    Maricopa are a Native American people traditionally living along the lower Gila and Colorado Rivers in what is now Arizona, known for their distinct Yuman language and cultural heritage.
  • 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_69a49378b9c48190adbf5f62e5b7aca1 completed March 1, 2026, 7:28 p.m.
NER Named-entity recognition batch_69a4aabebff08190880e4876ff58bcfe completed March 1, 2026, 9:08 p.m.
NED1 Entity disambiguation (via context triple) batch_69ac3b978de4819083b117ee3a6cb8c1 completed March 7, 2026, 2:52 p.m.
NEDg Description generation batch_69ac3c9a92008190a6336626faed36bd completed March 7, 2026, 2:56 p.m.
NED2 Entity disambiguation (via description) batch_69ac3d0fcdb88190b4c5e5ddf41e2716 completed March 7, 2026, 2:58 p.m.
Created at: March 1, 2026, 7:38 p.m.