Triple

T16708454
Position Surface form Disambiguated ID Type / Status
Subject Athens, Texas E406032 entity
Predicate hasAttraction P105 FINISHED
Object Texas Freshwater Fisheries Center
The Texas Freshwater Fisheries Center is an educational and recreational facility in Athens, Texas, featuring fish hatcheries, aquariums, exhibits on freshwater ecosystems, and opportunities for fishing and outdoor activities.
E1229430 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 Freshwater Fisheries Center | Statement: [Athens, Texas, hasAttraction, Texas Freshwater Fisheries Center]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Texas Freshwater Fisheries Center
Context triple: [Athens, Texas, hasAttraction, Texas Freshwater Fisheries Center]
  • A. Texas A&M Forest Service
    Texas A&M Forest Service is a state forestry agency in Texas that focuses on wildfire protection, sustainable forest management, and conservation education as part of the Texas A&M University System.
  • B. Texas Parks and Wildlife Department
    The Texas Parks and Wildlife Department is the state agency responsible for managing and conserving Texas’s natural and cultural resources, including state parks, wildlife, and outdoor recreation.
  • C. Aquatic Research Laboratory
    The Aquatic Research Laboratory is a research facility focused on freshwater and aquatic science, particularly related to the ecosystems of the Great Lakes region.
  • D. Fish and Wildlife Research Institute
    The Fish and Wildlife Research Institute is the research arm of Florida’s state wildlife agency, conducting scientific studies to support the conservation and management of the state’s fish and wildlife resources.
  • E. Texas A&M AgriLife Research
    Texas A&M AgriLife Research is a state-supported agricultural research agency within the Texas A&M University System that conducts scientific studies to improve agriculture, natural resources, and life sciences in Texas and beyond.
  • 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 Freshwater Fisheries Center
Triple: [Athens, Texas, hasAttraction, Texas Freshwater Fisheries Center]
Generated description
The Texas Freshwater Fisheries Center is an educational and recreational facility in Athens, Texas, featuring fish hatcheries, aquariums, exhibits on freshwater ecosystems, and opportunities for fishing and outdoor activities.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Texas Freshwater Fisheries Center
Target entity description: The Texas Freshwater Fisheries Center is an educational and recreational facility in Athens, Texas, featuring fish hatcheries, aquariums, exhibits on freshwater ecosystems, and opportunities for fishing and outdoor activities.
  • A. Texas A&M Forest Service
    Texas A&M Forest Service is a state forestry agency in Texas that focuses on wildfire protection, sustainable forest management, and conservation education as part of the Texas A&M University System.
  • B. Texas Parks and Wildlife Department
    The Texas Parks and Wildlife Department is the state agency responsible for managing and conserving Texas’s natural and cultural resources, including state parks, wildlife, and outdoor recreation.
  • C. Aquatic Research Laboratory
    The Aquatic Research Laboratory is a research facility focused on freshwater and aquatic science, particularly related to the ecosystems of the Great Lakes region.
  • D. Fish and Wildlife Research Institute
    The Fish and Wildlife Research Institute is the research arm of Florida’s state wildlife agency, conducting scientific studies to support the conservation and management of the state’s fish and wildlife resources.
  • E. Texas A&M AgriLife Research
    Texas A&M AgriLife Research is a state-supported agricultural research agency within the Texas A&M University System that conducts scientific studies to improve agriculture, natural resources, and life sciences in Texas and beyond.
  • 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_69d8838db21081909589220fd71440a4 completed April 10, 2026, 4:58 a.m.
NER Named-entity recognition batch_69e38650c3808190a561f22b169dc3ae completed April 18, 2026, 1:25 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0091a50eac81908af26a5131bf0a6c completed May 10, 2026, 2:09 p.m.
NEDg Description generation batch_6a00925fda608190b3674bd5e9ca6bf5 completed May 10, 2026, 2:12 p.m.
NED2 Entity disambiguation (via description) batch_6a00939075d88190a63cdd942eb3fea8 completed May 10, 2026, 2:17 p.m.
Created at: April 10, 2026, 5:20 a.m.