Triple

T9948422
Position Surface form Disambiguated ID Type / Status
Subject Texas Longhorn cattle E195264 entity
Predicate breedAssociation P41121 FINISHED
Object Texas Longhorn Breeders Association of America
The Texas Longhorn Breeders Association of America is a national organization dedicated to preserving, promoting, and registering purebred Texas Longhorn cattle.
E831467 NE FINISHED

How this triple was built (5 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 Longhorn Breeders Association of America | Statement: [Texas Longhorn cattle, breedAssociation, Texas Longhorn Breeders Association of America]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Texas Longhorn Breeders Association of America
Context triple: [Texas Longhorn cattle, breedAssociation, Texas Longhorn Breeders Association of America]
  • A. Texas longhorn cattle
    Texas longhorn cattle are a historic American breed of beef cattle known for their characteristic exceptionally long, curved horns and their role in 19th-century cattle drives.
  • B. The Shorthorn
    The Shorthorn is the student-run newspaper of the University of Texas at Arlington, covering campus news, events, and issues relevant to the university community.
  • C. Texas Cowboy Hall of Fame
    The Texas Cowboy Hall of Fame is a museum and honor roll in Fort Worth that celebrates and preserves the legacy of notable cowboys, cowgirls, and Western heritage figures.
  • D. Texas Department of Agriculture
    The Texas Department of Agriculture is the state agency responsible for overseeing agricultural policy, regulation, and promotion in Texas, including support for farmers, ranchers, and rural communities.
  • E. Livestock Conservancy
    The Livestock Conservancy is a U.S.-based nonprofit organization dedicated to protecting and promoting rare and heritage livestock and poultry breeds.
  • 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 Longhorn Breeders Association of America
Triple: [Texas Longhorn cattle, breedAssociation, Texas Longhorn Breeders Association of America]
Generated description
The Texas Longhorn Breeders Association of America is a national organization dedicated to preserving, promoting, and registering purebred Texas Longhorn cattle.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Texas Longhorn Breeders Association of America
Target entity description: The Texas Longhorn Breeders Association of America is a national organization dedicated to preserving, promoting, and registering purebred Texas Longhorn cattle.
  • A. Texas longhorn cattle
    Texas longhorn cattle are a historic American breed of beef cattle known for their characteristic exceptionally long, curved horns and their role in 19th-century cattle drives.
  • B. The Shorthorn
    The Shorthorn is the student-run newspaper of the University of Texas at Arlington, covering campus news, events, and issues relevant to the university community.
  • C. Texas Cowboy Hall of Fame
    The Texas Cowboy Hall of Fame is a museum and honor roll in Fort Worth that celebrates and preserves the legacy of notable cowboys, cowgirls, and Western heritage figures.
  • D. Texas Department of Agriculture
    The Texas Department of Agriculture is the state agency responsible for overseeing agricultural policy, regulation, and promotion in Texas, including support for farmers, ranchers, and rural communities.
  • E. Livestock Conservancy
    The Livestock Conservancy is a U.S.-based nonprofit organization dedicated to protecting and promoting rare and heritage livestock and poultry breeds.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: breedAssociation
Context triple: [Texas Longhorn cattle, breedAssociation, Texas Longhorn Breeders Association of America]
  • A. associatedAnimalBreed chosen
    Indicates that there is a relationship linking an entity to a specific breed of animal with which it is connected or identified.
  • B. breed
    Indicates that an organism reproduces to generate offspring, typically with another organism of the same species.
  • C. breedsIn
    Indicates that an organism reproduces or carries out its breeding activities within a specified environment, habitat, or location.
  • D. isHeritageBreed
    Indicates that an animal breed belongs to a traditional, historically established lineage recognized for its cultural, genetic, or agricultural heritage.
  • E. animalAssociation
    Indicates a relationship in which one animal is associated with another animal or entity, such as through interaction, co-occurrence, or ecological linkage.
  • F. None of above.

Provenance (6 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_69ca82e96a108190932bd1fc4acd73a0 completed March 30, 2026, 2:04 p.m.
NER Named-entity recognition batch_69cdb659307c81908279adb641ceef86 completed April 2, 2026, 12:20 a.m.
NED1 Entity disambiguation (via context triple) batch_69d2292b50a881909ff868487639fbfd completed April 5, 2026, 9:19 a.m.
NEDg Description generation batch_69d22a2831348190909b9507edfe49f3 completed April 5, 2026, 9:23 a.m.
NED2 Entity disambiguation (via description) batch_69d22af8914c8190a8116a37a42b633c completed April 5, 2026, 9:27 a.m.
PD Predicate disambiguation batch_69cd1d97c44081908730071269f07712 completed April 1, 2026, 1:28 p.m.
Created at: March 30, 2026, 8:45 p.m.