Triple
T13142684
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Benton County, Arkansas |
E312248
|
entity |
| Predicate | containsCity |
P294
|
FINISHED |
| Object |
Highfill, Arkansas
Highfill, Arkansas is a small town in northwest Arkansas best known as the location of Northwest Arkansas National Airport, serving the Fayetteville–Springdale–Rogers metropolitan area.
|
E1024997
|
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: Highfill, Arkansas | Statement: [Benton County, Arkansas, containsCity, Highfill, Arkansas]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Highfill, Arkansas Context triple: [Benton County, Arkansas, containsCity, Highfill, Arkansas]
-
A.
Furlow, Arkansas
Furlow, Arkansas is an unincorporated rural community located in Lonoke County in central Arkansas.
-
B.
Fordyce, Arkansas
Fordyce, Arkansas is a small city in southern Arkansas known as the hometown of influential Black liberation theologian James H. Cone.
-
C.
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.
-
D.
Turrell, Arkansas
Turrell, Arkansas is a small city in eastern Arkansas located near the Mississippi River within the Memphis metropolitan area.
-
E.
Gilmore, Arkansas
Gilmore, Arkansas is a small rural city located in northeastern Arkansas within the Memphis 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: Highfill, Arkansas Triple: [Benton County, Arkansas, containsCity, Highfill, Arkansas]
Generated description
Highfill, Arkansas is a small town in northwest Arkansas best known as the location of Northwest Arkansas National Airport, serving the Fayetteville–Springdale–Rogers metropolitan area.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Highfill, Arkansas Target entity description: Highfill, Arkansas is a small town in northwest Arkansas best known as the location of Northwest Arkansas National Airport, serving the Fayetteville–Springdale–Rogers metropolitan area.
-
A.
Furlow, Arkansas
Furlow, Arkansas is an unincorporated rural community located in Lonoke County in central Arkansas.
-
B.
Fordyce, Arkansas
Fordyce, Arkansas is a small city in southern Arkansas known as the hometown of influential Black liberation theologian James H. Cone.
-
C.
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.
-
D.
Turrell, Arkansas
Turrell, Arkansas is a small city in eastern Arkansas located near the Mississippi River within the Memphis metropolitan area.
-
E.
Gilmore, Arkansas
Gilmore, Arkansas is a small rural city located in northeastern Arkansas within the Memphis 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_69d806aabde48190899e13e41659cae5 |
completed | April 9, 2026, 8:06 p.m. |
| NER | Named-entity recognition | batch_69d981d24da48190b99e713878e8d003 |
completed | April 10, 2026, 11:03 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f6eae4a87881908be57e15f001c904 |
completed | May 3, 2026, 6:27 a.m. |
| NEDg | Description generation | batch_69f6f05a3dd48190a8b2c52f64a2edd0 |
completed | May 3, 2026, 6:51 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69f6f1a7c8108190a9668d2f0bb634b1 |
completed | May 3, 2026, 6:56 a.m. |
Created at: April 9, 2026, 9:10 p.m.