Triple

T17531215
Position Surface form Disambiguated ID Type / Status
Subject Hidalgo County E426936 entity
Predicate contains P35 FINISHED
Object Hidalgo, Texas
Hidalgo, Texas is a small border city in South Texas located along the Rio Grande across from Reynosa, Mexico.
E1289043 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: Hidalgo, Texas | Statement: [Hidalgo County, contains, Hidalgo, Texas]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Hidalgo, Texas
Context triple: [Hidalgo County, contains, Hidalgo, Texas]
  • A. Del Rio, Texas
    Del Rio, Texas is a border city in southwest Texas along the Rio Grande, known as a regional hub for trade, law enforcement, and federal government activity.
  • B. Joaquin, Texas
    Joaquin, Texas is a small rural town in East Texas near the Louisiana border, known for its close-knit community and timber and agricultural surroundings.
  • C. Alvarado, Texas
    Alvarado, Texas is a small historic city in North Texas known as the oldest city in Johnson County and part of the Dallas–Fort Worth metropolitan area.
  • D. Mexia, Texas
    Mexia, Texas is a small city in Limestone County known historically for its oil boom and as a regional commercial center in central Texas.
  • E. San Felipe, Texas
    San Felipe, Texas is a small historic town on the Brazos River that served as the colonial capital of Stephen F. Austin’s Texas settlements.
  • 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: Hidalgo, Texas
Triple: [Hidalgo County, contains, Hidalgo, Texas]
Generated description
Hidalgo, Texas is a small border city in South Texas located along the Rio Grande across from Reynosa, Mexico.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Hidalgo, Texas
Target entity description: Hidalgo, Texas is a small border city in South Texas located along the Rio Grande across from Reynosa, Mexico.
  • A. Del Rio, Texas
    Del Rio, Texas is a border city in southwest Texas along the Rio Grande, known as a regional hub for trade, law enforcement, and federal government activity.
  • B. Joaquin, Texas
    Joaquin, Texas is a small rural town in East Texas near the Louisiana border, known for its close-knit community and timber and agricultural surroundings.
  • C. Alvarado, Texas
    Alvarado, Texas is a small historic city in North Texas known as the oldest city in Johnson County and part of the Dallas–Fort Worth metropolitan area.
  • D. Mexia, Texas
    Mexia, Texas is a small city in Limestone County known historically for its oil boom and as a regional commercial center in central Texas.
  • E. San Felipe, Texas
    San Felipe, Texas is a small historic town on the Brazos River that served as the colonial capital of Stephen F. Austin’s Texas settlements.
  • 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_69d889de677081909b22d2657b1f0292 completed April 10, 2026, 5:25 a.m.
NER Named-entity recognition batch_69e453688950819098162d853cd2674e completed April 19, 2026, 4 a.m.
NED1 Entity disambiguation (via context triple) batch_6a02ff4aceac8190b4c66dda0e6afc8d completed May 12, 2026, 10:22 a.m.
NEDg Description generation batch_6a02ffc8368081909524998713887353 completed May 12, 2026, 10:24 a.m.
NED2 Entity disambiguation (via description) batch_6a0300ae791481908d99ee4215473100 completed May 12, 2026, 10:27 a.m.
Created at: April 10, 2026, 5:49 a.m.