Triple

T11725933
Position Surface form Disambiguated ID Type / Status
Subject McAllen–Edinburg–Mission metropolitan area E278766 entity
Predicate borderCrossingPartner P72269 FINISHED
Object Rio Bravo, Tamaulipas
Rio Bravo, Tamaulipas is a Mexican border city in the state of Tamaulipas located across from the McAllen–Edinburg–Mission metropolitan area in South Texas.
E943016 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: Rio Bravo, Tamaulipas | Statement: [McAllen–Edinburg–Mission metropolitan area, borderCrossingPartner, Rio Bravo, Tamaulipas]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Rio Bravo, Tamaulipas
Context triple: [McAllen–Edinburg–Mission metropolitan area, borderCrossingPartner, Rio Bravo, Tamaulipas]
  • A. Guadalupe River
    The Guadalupe River is a scenic waterway in Texas known for its clear, spring-fed flows, popular tubing and rafting, and picturesque limestone landscapes.
  • B. Guadalupe River
    The Guadalupe River is a waterway in Northern California that flows through Santa Clara County and the city of San Jose before emptying into San Francisco Bay.
  • C. Rio Grande valley
    The Rio Grande Valley is a historically and culturally rich region along the Rio Grande River, known for its long-standing Indigenous presence, agricultural communities, and role as a borderland between the United States and Mexico.
  • D. Cibolo
    Cibolo is a growing suburban city in the San Antonio metropolitan area of south-central Texas, known for its family-oriented communities and proximity to major military and employment centers.
  • E. Río Grande
    Río Grande is a municipality on the northeastern coast of Puerto Rico, known as a gateway to El Yunque National Forest and for its lush natural landscapes.
  • 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: Rio Bravo, Tamaulipas
Triple: [McAllen–Edinburg–Mission metropolitan area, borderCrossingPartner, Rio Bravo, Tamaulipas]
Generated description
Rio Bravo, Tamaulipas is a Mexican border city in the state of Tamaulipas located across from the McAllen–Edinburg–Mission metropolitan area in South Texas.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Rio Bravo, Tamaulipas
Target entity description: Rio Bravo, Tamaulipas is a Mexican border city in the state of Tamaulipas located across from the McAllen–Edinburg–Mission metropolitan area in South Texas.
  • A. Guadalupe River
    The Guadalupe River is a scenic waterway in Texas known for its clear, spring-fed flows, popular tubing and rafting, and picturesque limestone landscapes.
  • B. Guadalupe River
    The Guadalupe River is a waterway in Northern California that flows through Santa Clara County and the city of San Jose before emptying into San Francisco Bay.
  • C. Rio Grande valley
    The Rio Grande Valley is a historically and culturally rich region along the Rio Grande River, known for its long-standing Indigenous presence, agricultural communities, and role as a borderland between the United States and Mexico.
  • D. Cibolo
    Cibolo is a growing suburban city in the San Antonio metropolitan area of south-central Texas, known for its family-oriented communities and proximity to major military and employment centers.
  • E. Río Grande
    Río Grande is a municipality on the northeastern coast of Puerto Rico, known as a gateway to El Yunque National Forest and for its lush natural landscapes.
  • 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_69d6aaffec6881908bead509e8621742 completed April 8, 2026, 7:22 p.m.
NER Named-entity recognition batch_69d8a4d70d908190b5f47c2ef501a191 completed April 10, 2026, 7:20 a.m.
NED1 Entity disambiguation (via context triple) batch_69ef83d9fe70819089b9f3585188f96c completed April 27, 2026, 3:42 p.m.
NEDg Description generation batch_69ef96b13be881908102ffa867f96c22 completed April 27, 2026, 5:02 p.m.
NED2 Entity disambiguation (via description) batch_69efb51113708190998b570c33b9d0e7 completed April 27, 2026, 7:12 p.m.
Created at: April 8, 2026, 9:41 p.m.