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.