Triple
T15621131
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Faulkner County, Arkansas |
E375555
|
entity |
| Predicate | hasTown |
P847
|
FINISHED |
| Object |
Twin Groves, Arkansas
Twin Groves, Arkansas is a small incorporated town located in Faulkner County in the central part of the state.
|
E1167854
|
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: Twin Groves, Arkansas | Statement: [Faulkner County, Arkansas, hasTown, Twin Groves, Arkansas]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Twin Groves, Arkansas Context triple: [Faulkner County, Arkansas, hasTown, Twin Groves, Arkansas]
-
A.
Springtown, Arkansas
Springtown, Arkansas is a small rural town located in Benton County in the northwestern region of the state.
-
B.
Lakeview, Arkansas
Lakeview, Arkansas is a small lakeside town in Baxter County known for its recreational access to Bull Shoals Lake and the surrounding Ozark Mountain scenery.
-
C.
Griffithville, Arkansas
Griffithville, Arkansas is a small rural town located in White County in the central part of the state.
-
D.
Tontitown, Arkansas
Tontitown, Arkansas is a small city in northwest Arkansas known for its Italian-American heritage and annual grape festival.
-
E.
Gentry, Arkansas
Gentry, Arkansas is a small city in northwestern Arkansas known for its rural character and proximity to the larger communities of Benton 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: Twin Groves, Arkansas Triple: [Faulkner County, Arkansas, hasTown, Twin Groves, Arkansas]
Generated description
Twin Groves, Arkansas is a small incorporated town located in Faulkner County in the central part of the state.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Twin Groves, Arkansas Target entity description: Twin Groves, Arkansas is a small incorporated town located in Faulkner County in the central part of the state.
-
A.
Springtown, Arkansas
Springtown, Arkansas is a small rural town located in Benton County in the northwestern region of the state.
-
B.
Lakeview, Arkansas
Lakeview, Arkansas is a small lakeside town in Baxter County known for its recreational access to Bull Shoals Lake and the surrounding Ozark Mountain scenery.
-
C.
Griffithville, Arkansas
Griffithville, Arkansas is a small rural town located in White County in the central part of the state.
-
D.
Tontitown, Arkansas
Tontitown, Arkansas is a small city in northwest Arkansas known for its Italian-American heritage and annual grape festival.
-
E.
Gentry, Arkansas
Gentry, Arkansas is a small city in northwestern Arkansas known for its rural character and proximity to the larger communities of Benton 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_69d85ccf2794819096cda4cbcb02d478 |
completed | April 10, 2026, 2:13 a.m. |
| NER | Named-entity recognition | batch_69e04e9a95f08190b0013ba1428849d3 |
completed | April 16, 2026, 2:51 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ff5f3da754819085a6bd9876b12c65 |
completed | May 9, 2026, 4:22 p.m. |
| NEDg | Description generation | batch_69ff605d94308190bccbfb4588f337e1 |
completed | May 9, 2026, 4:27 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ff612340748190987e567e43460f62 |
completed | May 9, 2026, 4:30 p.m. |
Created at: April 10, 2026, 4:13 a.m.