Triple

T2028529
Position Surface form Disambiguated ID Type / Status
Subject South Texas E44463 entity
Predicate hasSubregion P285 FINISHED
Object Rio Grande Valley
Rio Grande Valley is a culturally rich, agriculturally important region at the southern tip of Texas along the U.S.–Mexico border, known for its bilingual communities and cross-border economic and social ties.
E44463 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 Grande Valley | Statement: [South Texas, hasSubregion, Rio Grande Valley]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Rio Grande Valley
Context triple: [South Texas, hasSubregion, Rio Grande Valley]
  • A. San Jacinto Valley
    San Jacinto Valley is a populated inland valley in Southern California known for its agricultural communities and growing suburban cities such as Hemet and San Jacinto.
  • B. South Texas
    South Texas is a culturally rich and predominantly Hispanic region of southern Texas known for its border communities, agriculture, and strong ties to Mexico.
  • C. Puebla Valley
    Puebla Valley is a highland basin in central Mexico known for its fertile agricultural lands and proximity to the city of Puebla and the Popocatépetl and Iztaccíhuatl volcanoes.
  • D. Ciénega region
    The Ciénega region is a geographic and cultural area in the eastern part of the Mexican state of Jalisco, known for its agricultural productivity and historic towns.
  • E. Comarca Lagunera
    Comarca Lagunera is a major metropolitan and economic region in north-central Mexico centered around the cities of Torreón, Gómez Palacio, and Lerdo, known for its industrial activity and agricultural production.
  • 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 Grande Valley
Triple: [South Texas, hasSubregion, Rio Grande Valley]
Generated description
Rio Grande Valley is a culturally rich, agriculturally important region at the southern tip of Texas along the U.S.–Mexico border, known for its bilingual communities and cross-border economic and social ties.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Rio Grande Valley
Target entity description: Rio Grande Valley is a culturally rich, agriculturally important region at the southern tip of Texas along the U.S.–Mexico border, known for its bilingual communities and cross-border economic and social ties.
  • A. San Jacinto Valley
    San Jacinto Valley is a populated inland valley in Southern California known for its agricultural communities and growing suburban cities such as Hemet and San Jacinto.
  • B. South Texas chosen
    South Texas is a culturally rich and predominantly Hispanic region of southern Texas known for its border communities, agriculture, and strong ties to Mexico.
  • C. Puebla Valley
    Puebla Valley is a highland basin in central Mexico known for its fertile agricultural lands and proximity to the city of Puebla and the Popocatépetl and Iztaccíhuatl volcanoes.
  • D. Ciénega region
    The Ciénega region is a geographic and cultural area in the eastern part of the Mexican state of Jalisco, known for its agricultural productivity and historic towns.
  • E. Comarca Lagunera
    Comarca Lagunera is a major metropolitan and economic region in north-central Mexico centered around the cities of Torreón, Gómez Palacio, and Lerdo, known for its industrial activity and agricultural production.
  • 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_69a889144f2481909932f0746a93023d completed March 4, 2026, 7:33 p.m.
NER Named-entity recognition batch_69abb9136f888190b0fd03530e9eda1e completed March 7, 2026, 5:35 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae0afea7848190b53b8813a567879d completed March 8, 2026, 11:49 p.m.
NEDg Description generation batch_69ae0b8cda248190b88b353c1768c3d7 completed March 8, 2026, 11:51 p.m.
NED2 Entity disambiguation (via description) batch_69ae0c31f00c8190bb29098f95ee4cb9 completed March 8, 2026, 11:54 p.m.
Created at: March 4, 2026, 7:38 p.m.