Triple
T23219489
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Newton County, Arkansas |
E580846
|
entity |
| Predicate | contains |
P35
|
FINISHED |
| Object |
Hasty, Arkansas
Hasty, Arkansas is a small unincorporated community located in rural Newton County in northern Arkansas.
|
E1572180
|
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: Hasty, Arkansas | Statement: [Newton County, Arkansas, contains, Hasty, Arkansas]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hasty, Arkansas Context triple: [Newton County, Arkansas, contains, Hasty, Arkansas]
-
A.
Haynes, Arkansas
Haynes, Arkansas is a small town located in Lee County in the eastern part of the U.S. state of Arkansas.
-
B.
Huttig, Arkansas
Huttig, Arkansas is a small city in Union County in southern Arkansas, historically tied to the timber industry and served by the Huttig Public Schools system.
-
C.
Higginson, Arkansas
Higginson, Arkansas is a small rural town located in White County in the central part of the state.
-
D.
Hazen, Arkansas
Hazen, Arkansas is a small city in central Arkansas known for its agricultural surroundings and location within Prairie County.
-
E.
Haskell, Arkansas
Haskell, Arkansas is a small city located in central Arkansas that forms part of the Little Rock metropolitan area.
- 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: Hasty, Arkansas Triple: [Newton County, Arkansas, contains, Hasty, Arkansas]
Generated description
Hasty, Arkansas is a small unincorporated community located in rural Newton County in northern Arkansas.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Hasty, Arkansas Target entity description: Hasty, Arkansas is a small unincorporated community located in rural Newton County in northern Arkansas.
-
A.
Haynes, Arkansas
Haynes, Arkansas is a small town located in Lee County in the eastern part of the U.S. state of Arkansas.
-
B.
Huttig, Arkansas
Huttig, Arkansas is a small city in Union County in southern Arkansas, historically tied to the timber industry and served by the Huttig Public Schools system.
-
C.
Higginson, Arkansas
Higginson, Arkansas is a small rural town located in White County in the central part of the state.
-
D.
Hazen, Arkansas
Hazen, Arkansas is a small city in central Arkansas known for its agricultural surroundings and location within Prairie County.
-
E.
Haskell, Arkansas
Haskell, Arkansas is a small city located in central Arkansas that forms part of the Little Rock metropolitan area.
- 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_69e2460389408190be74f41d217799a9 |
completed | April 17, 2026, 2:38 p.m. |
| NER | Named-entity recognition | batch_69f191675de48190858907872a065c56 |
completed | April 29, 2026, 5:04 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0c30cc9c0481909302d64fa58d426e |
completed | May 19, 2026, 9:43 a.m. |
| NEDg | Description generation | batch_6a0c325a76e8819094592ccff955a9e9 |
completed | May 19, 2026, 9:50 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0c32c9d7cc8190b3d3a173d231e430 |
completed | May 19, 2026, 9:52 a.m. |
Created at: April 17, 2026, 4:08 p.m.