Triple
T19766129
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Miller County, Arkansas |
E474760
|
entity |
| Predicate | containsUnincorporatedCommunity |
P6345
|
FINISHED |
| Object |
Brightstar, Arkansas
Brightstar, Arkansas is a small unincorporated rural community located in Miller County in the southwestern part of the state.
|
E1394084
|
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: Brightstar, Arkansas | Statement: [Miller County, Arkansas, containsUnincorporatedCommunity, Brightstar, Arkansas]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Brightstar, Arkansas Context triple: [Miller County, Arkansas, containsUnincorporatedCommunity, Brightstar, Arkansas]
-
A.
Brightwater, Arkansas
Brightwater, Arkansas is a small unincorporated community and census-designated place in Benton County in the northwestern part of the state.
-
B.
Bryant, Arkansas
Bryant, Arkansas is a growing suburban city in Saline County, part of the Little Rock metropolitan area, known for its family-friendly neighborhoods and convenient access to major transportation routes.
-
C.
Edmondson, Arkansas
Edmondson, Arkansas is a small town in Crittenden County in eastern Arkansas, situated in the Mississippi River Delta region near the city of West Memphis.
-
D.
Redfield, Arkansas
Redfield, Arkansas is a small city in central Arkansas located between Little Rock and Pine Bluff along the Arkansas River.
-
E.
Barling, Arkansas
Barling, Arkansas is a small city in western Arkansas that functions as a suburb of Fort Smith within the Fort Smith 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: Brightstar, Arkansas Triple: [Miller County, Arkansas, containsUnincorporatedCommunity, Brightstar, Arkansas]
Generated description
Brightstar, Arkansas is a small unincorporated rural community located in Miller County in the southwestern part of the state.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Brightstar, Arkansas Target entity description: Brightstar, Arkansas is a small unincorporated rural community located in Miller County in the southwestern part of the state.
-
A.
Brightwater, Arkansas
Brightwater, Arkansas is a small unincorporated community and census-designated place in Benton County in the northwestern part of the state.
-
B.
Bryant, Arkansas
Bryant, Arkansas is a growing suburban city in Saline County, part of the Little Rock metropolitan area, known for its family-friendly neighborhoods and convenient access to major transportation routes.
-
C.
Edmondson, Arkansas
Edmondson, Arkansas is a small town in Crittenden County in eastern Arkansas, situated in the Mississippi River Delta region near the city of West Memphis.
-
D.
Redfield, Arkansas
Redfield, Arkansas is a small city in central Arkansas located between Little Rock and Pine Bluff along the Arkansas River.
-
E.
Barling, Arkansas
Barling, Arkansas is a small city in western Arkansas that functions as a suburb of Fort Smith within the Fort Smith 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_69d8e51a43a08190956bc6df13c91a77 |
completed | April 10, 2026, 11:55 a.m. |
| NER | Named-entity recognition | batch_69e653232e508190a7d484c0a1e2939a |
completed | April 20, 2026, 4:24 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a07bd6ffbfc81909a4481abf9b8fb5a |
completed | May 16, 2026, 12:42 a.m. |
| NEDg | Description generation | batch_6a07be65daf88190a0ed2b6f8075141a |
completed | May 16, 2026, 12:46 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a07bf1be9648190bac752e8a6ca12bc |
completed | May 16, 2026, 12:49 a.m. |
Created at: April 10, 2026, 1:48 p.m.