Triple
T19766138
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Miller County, Arkansas |
E474760
|
entity |
| Predicate | containsUnincorporatedCommunity |
P6345
|
FINISHED |
| Object |
Wamba, Arkansas
Wamba, Arkansas is a small unincorporated rural community located in Miller County in the southwestern part of the state.
|
E1408669
|
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: Wamba, Arkansas | Statement: [Miller County, Arkansas, containsUnincorporatedCommunity, Wamba, Arkansas]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Wamba, Arkansas Context triple: [Miller County, Arkansas, containsUnincorporatedCommunity, Wamba, Arkansas]
-
A.
Wabbaseka, Arkansas
Wabbaseka, Arkansas is a small rural town in Jefferson County best known as the birthplace of civil rights activist and Black Panther Party leader Eldridge Cleaver.
-
B.
Biscoe, Arkansas
Biscoe, Arkansas is a small town located in Prairie County in the central part of the state.
-
C.
Wynne, Arkansas
Wynne, Arkansas is a small city in Cross County known as the "City with a Smile," serving as a local hub for agriculture and outdoor recreation in eastern Arkansas.
-
D.
Hiwasse, Arkansas
Hiwasse, Arkansas is a small unincorporated community in northwestern Arkansas that is part of the rapidly growing Benton County region.
-
E.
Wheatley, Arkansas
Wheatley, Arkansas is a small town located in eastern Arkansas within St. Francis County.
- 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: Wamba, Arkansas Triple: [Miller County, Arkansas, containsUnincorporatedCommunity, Wamba, Arkansas]
Generated description
Wamba, 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: Wamba, Arkansas Target entity description: Wamba, Arkansas is a small unincorporated rural community located in Miller County in the southwestern part of the state.
-
A.
Wabbaseka, Arkansas
Wabbaseka, Arkansas is a small rural town in Jefferson County best known as the birthplace of civil rights activist and Black Panther Party leader Eldridge Cleaver.
-
B.
Biscoe, Arkansas
Biscoe, Arkansas is a small town located in Prairie County in the central part of the state.
-
C.
Wynne, Arkansas
Wynne, Arkansas is a small city in Cross County known as the "City with a Smile," serving as a local hub for agriculture and outdoor recreation in eastern Arkansas.
-
D.
Hiwasse, Arkansas
Hiwasse, Arkansas is a small unincorporated community in northwestern Arkansas that is part of the rapidly growing Benton County region.
-
E.
Wheatley, Arkansas
Wheatley, Arkansas is a small town located in eastern Arkansas within St. Francis County.
- 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_6a0815e9d7948190ac2bf27010c9d95e |
completed | May 16, 2026, 6:59 a.m. |
| NEDg | Description generation | batch_6a0817235f808190ac9c6d26664861ce |
completed | May 16, 2026, 7:05 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0817bf22d48190866d55484493be35 |
completed | May 16, 2026, 7:07 a.m. |
Created at: April 10, 2026, 1:48 p.m.