Triple

T7697709
Position Surface form Disambiguated ID Type / Status
Subject Texas Commission on Environmental Quality E174409 entity
Predicate oversees P46 FINISHED
Object Texas air monitoring network
The Texas air monitoring network is a statewide system of stations and equipment that measures and reports air quality and pollution levels across Texas.
E174409 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: Texas air monitoring network | Statement: [Texas Commission on Environmental Quality, oversees, Texas air monitoring network]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Texas air monitoring network
Context triple: [Texas Commission on Environmental Quality, oversees, Texas air monitoring network]
  • A. Texas Commission on Environmental Quality
    The Texas Commission on Environmental Quality is the state agency responsible for protecting Texas’s public health and natural resources by regulating air, water, and waste management.
  • B. Cypress, Texas, United States
    Cypress, Texas, United States is a suburban community in the Houston metropolitan area known for its large master-planned neighborhoods and strong public school system.
  • C. Texas Interconnection
    The Texas Interconnection is an electric power grid that covers most of Texas and operates largely independently from the other major North American interconnections.
  • D. South-Central Texas
    South-Central Texas is a region of Texas known for its mix of urban centers like San Antonio, Hill Country landscapes, and a blend of Hispanic and Anglo cultural influences.
  • E. Huntsville, Texas, United States
    Huntsville is a small East Texas city known for its historic association with Sam Houston and as the site of several major Texas state prisons.
  • 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: Texas air monitoring network
Triple: [Texas Commission on Environmental Quality, oversees, Texas air monitoring network]
Generated description
The Texas air monitoring network is a statewide system of stations and equipment that measures and reports air quality and pollution levels across Texas.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Texas air monitoring network
Target entity description: The Texas air monitoring network is a statewide system of stations and equipment that measures and reports air quality and pollution levels across Texas.
  • A. Texas Commission on Environmental Quality chosen
    The Texas Commission on Environmental Quality is the state agency responsible for protecting Texas’s public health and natural resources by regulating air, water, and waste management.
  • B. Cypress, Texas, United States
    Cypress, Texas, United States is a suburban community in the Houston metropolitan area known for its large master-planned neighborhoods and strong public school system.
  • C. Texas Interconnection
    The Texas Interconnection is an electric power grid that covers most of Texas and operates largely independently from the other major North American interconnections.
  • D. South-Central Texas
    South-Central Texas is a region of Texas known for its mix of urban centers like San Antonio, Hill Country landscapes, and a blend of Hispanic and Anglo cultural influences.
  • E. Huntsville, Texas, United States
    Huntsville is a small East Texas city known for its historic association with Sam Houston and as the site of several major Texas state prisons.
  • 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_69c6995a72cc8190998e56daa6f8e453 completed March 27, 2026, 2:51 p.m.
NER Named-entity recognition batch_69c702693ee8819080a483c347710b24 completed March 27, 2026, 10:19 p.m.
NED1 Entity disambiguation (via context triple) batch_69c8acaee2c481909efa30125e8ca890 completed March 29, 2026, 4:38 a.m.
NEDg Description generation batch_69c8add4153081909f8d77b019a64a2f completed March 29, 2026, 4:43 a.m.
NED2 Entity disambiguation (via description) batch_69c8ae60b30881908c100ae489d6577e completed March 29, 2026, 4:45 a.m.
Created at: March 27, 2026, 4:03 p.m.