Triple
T13142695
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Benton County, Arkansas |
E312248
|
entity |
| Predicate | containsCensusDesignatedPlace |
P15303
|
FINISHED |
| Object |
Prairie Creek, Arkansas
Prairie Creek, Arkansas is a lakeside census-designated community in Benton County known for its proximity to Beaver Lake and recreational outdoor activities.
|
E1025001
|
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: Prairie Creek, Arkansas | Statement: [Benton County, Arkansas, containsCensusDesignatedPlace, Prairie Creek, Arkansas]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Prairie Creek, Arkansas Context triple: [Benton County, Arkansas, containsCensusDesignatedPlace, Prairie Creek, Arkansas]
-
A.
Labette Creek
Labette Creek is a stream in southeastern Kansas whose name was adopted for Labette County.
-
B.
Somonauk Creek
Somonauk Creek is a stream in northern Illinois that serves as a tributary to the Fox River, flowing through rural and small-town landscapes.
-
C.
Pleasants Creek
Pleasants Creek is a small stream in Northern California that serves as a tributary within the Putah Creek watershed.
-
D.
Ponds Creek
Ponds Creek is a small watercourse in the Sydney region of New South Wales, Australia, that feeds into the Parramatta River within the city’s urban catchment.
-
E.
Pleasant Creek
Pleasant Creek is a scenic waterway and hiking area within Utah’s Capitol Reef National Park, known for its canyon views and riparian landscapes.
- 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: Prairie Creek, Arkansas Triple: [Benton County, Arkansas, containsCensusDesignatedPlace, Prairie Creek, Arkansas]
Generated description
Prairie Creek, Arkansas is a lakeside census-designated community in Benton County known for its proximity to Beaver Lake and recreational outdoor activities.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Prairie Creek, Arkansas Target entity description: Prairie Creek, Arkansas is a lakeside census-designated community in Benton County known for its proximity to Beaver Lake and recreational outdoor activities.
-
A.
Labette Creek
Labette Creek is a stream in southeastern Kansas whose name was adopted for Labette County.
-
B.
Somonauk Creek
Somonauk Creek is a stream in northern Illinois that serves as a tributary to the Fox River, flowing through rural and small-town landscapes.
-
C.
Pleasants Creek
Pleasants Creek is a small stream in Northern California that serves as a tributary within the Putah Creek watershed.
-
D.
Ponds Creek
Ponds Creek is a small watercourse in the Sydney region of New South Wales, Australia, that feeds into the Parramatta River within the city’s urban catchment.
-
E.
Pleasant Creek
Pleasant Creek is a scenic waterway and hiking area within Utah’s Capitol Reef National Park, known for its canyon views and riparian landscapes.
- 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.