Triple
T19766135
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Miller County, Arkansas |
E474760
|
entity |
| Predicate | containsUnincorporatedCommunity |
P6345
|
FINISHED |
| Object |
Red Bluff, Arkansas
Red Bluff, Arkansas is a small unincorporated rural community located in Miller County in the southwestern part of the state.
|
E1394087
|
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: Red Bluff, Arkansas | Statement: [Miller County, Arkansas, containsUnincorporatedCommunity, Red Bluff, Arkansas]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Red Bluff, Arkansas Context triple: [Miller County, Arkansas, containsUnincorporatedCommunity, Red Bluff, Arkansas]
-
A.
Redfield, Arkansas
Redfield, Arkansas is a small city in central Arkansas located between Little Rock and Pine Bluff along the Arkansas River.
-
B.
Furlow, Arkansas
Furlow, Arkansas is an unincorporated rural community located in Lonoke County in central Arkansas.
-
C.
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.
-
D.
Brightwater, Arkansas
Brightwater, Arkansas is a small unincorporated community and census-designated place in Benton County in the northwestern part of the state.
-
E.
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.
- 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: Red Bluff, Arkansas Triple: [Miller County, Arkansas, containsUnincorporatedCommunity, Red Bluff, Arkansas]
Generated description
Red Bluff, 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: Red Bluff, Arkansas Target entity description: Red Bluff, Arkansas is a small unincorporated rural community located in Miller County in the southwestern part of the state.
-
A.
Redfield, Arkansas
Redfield, Arkansas is a small city in central Arkansas located between Little Rock and Pine Bluff along the Arkansas River.
-
B.
Furlow, Arkansas
Furlow, Arkansas is an unincorporated rural community located in Lonoke County in central Arkansas.
-
C.
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.
-
D.
Brightwater, Arkansas
Brightwater, Arkansas is a small unincorporated community and census-designated place in Benton County in the northwestern part of the state.
-
E.
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.
- 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.