Triple
T19088842
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Southern Arkansas |
E467226
|
entity |
| Predicate | hasCity |
P316
|
FINISHED |
| Object |
Ashdown, Arkansas
Ashdown, Arkansas is a small city in Little River County known as a regional hub in southern Arkansas with a history tied to timber and agriculture.
|
E1361975
|
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: Ashdown, Arkansas | Statement: [Southern Arkansas, hasCity, Ashdown, Arkansas]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ashdown, Arkansas Context triple: [Southern Arkansas, hasCity, Ashdown, Arkansas]
-
A.
Hazen, Arkansas
Hazen, Arkansas is a small city in central Arkansas known for its agricultural surroundings and location within Prairie County.
-
B.
Sunset, Arkansas
Sunset, Arkansas is a small town located in Crittenden County in the eastern part of the state, near the Mississippi River and the Memphis metropolitan area.
-
C.
Kensett, Arkansas
Kensett, Arkansas is a small city located in White County in the central part of the U.S. state of Arkansas.
-
D.
Winslow, Arkansas
Winslow, Arkansas is a small city in Washington County known for its scenic Ozark Mountain setting and inclusion in the Northwest Arkansas region.
-
E.
Tichnor, Arkansas
Tichnor, Arkansas is a small unincorporated community and rural area located in Arkansas County in the southeastern part of the state.
- 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: Ashdown, Arkansas Triple: [Southern Arkansas, hasCity, Ashdown, Arkansas]
Generated description
Ashdown, Arkansas is a small city in Little River County known as a regional hub in southern Arkansas with a history tied to timber and agriculture.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ashdown, Arkansas Target entity description: Ashdown, Arkansas is a small city in Little River County known as a regional hub in southern Arkansas with a history tied to timber and agriculture.
-
A.
Hazen, Arkansas
Hazen, Arkansas is a small city in central Arkansas known for its agricultural surroundings and location within Prairie County.
-
B.
Sunset, Arkansas
Sunset, Arkansas is a small town located in Crittenden County in the eastern part of the state, near the Mississippi River and the Memphis metropolitan area.
-
C.
Kensett, Arkansas
Kensett, Arkansas is a small city located in White County in the central part of the U.S. state of Arkansas.
-
D.
Winslow, Arkansas
Winslow, Arkansas is a small city in Washington County known for its scenic Ozark Mountain setting and inclusion in the Northwest Arkansas region.
-
E.
Tichnor, Arkansas
Tichnor, Arkansas is a small unincorporated community and rural area located in Arkansas County in the southeastern part of the state.
- 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_69d8dd05ac4c8190b1967d8f97f3fb2f |
completed | April 10, 2026, 11:20 a.m. |
| NER | Named-entity recognition | batch_69e5e34981648190a89b006831846940 |
completed | April 20, 2026, 8:26 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a06f2424de8819083758d8cad08af5f |
completed | May 15, 2026, 10:15 a.m. |
| NEDg | Description generation | batch_6a06f469dc5c8190ad174e2dcded2bda |
completed | May 15, 2026, 10:24 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a06f4cc5fe48190a1950f0461600b1d |
completed | May 15, 2026, 10:26 a.m. |
Created at: April 10, 2026, 12:04 p.m.