Triple
T18595654
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Forest County |
E454486
|
entity |
| Predicate | hasBorderWith |
P224
|
FINISHED |
| Object |
Elk County
Elk County is a rural county in north-central Pennsylvania known for its extensive forests, outdoor recreation, and free-roaming elk herd.
|
E1353604
|
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: Elk County | Statement: [Forest County, hasBorderWith, Elk County]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Elk County Context triple: [Forest County, hasBorderWith, Elk County]
-
A.
Snyder County
Snyder County is a rural county in central Pennsylvania known for its small-town communities, agricultural landscape, and location along the Susquehanna River.
-
B.
Crawford County
Crawford County is a rural county in the northern Lower Peninsula of Michigan, known for its forests, rivers, and outdoor recreation opportunities.
-
C.
Crawford County
Crawford County is a rural county in central Georgia known for its agricultural landscape and small-town communities west of Macon.
-
D.
Woods County
Woods County is a rural county in northwestern Oklahoma known for its agricultural economy and the city of Alva, home to Northwestern Oklahoma State University.
-
E.
Wyoming County
Wyoming County is a rural county in southern West Virginia known for its Appalachian landscape, coal mining heritage, and small, close-knit communities.
- 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: Elk County Triple: [Forest County, hasBorderWith, Elk County]
Generated description
Elk County is a rural county in north-central Pennsylvania known for its extensive forests, outdoor recreation, and free-roaming elk herd.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Elk County Target entity description: Elk County is a rural county in north-central Pennsylvania known for its extensive forests, outdoor recreation, and free-roaming elk herd.
-
A.
Snyder County
Snyder County is a rural county in central Pennsylvania known for its small-town communities, agricultural landscape, and location along the Susquehanna River.
-
B.
Crawford County
Crawford County is a rural county in the northern Lower Peninsula of Michigan, known for its forests, rivers, and outdoor recreation opportunities.
-
C.
Crawford County
Crawford County is a rural county in central Georgia known for its agricultural landscape and small-town communities west of Macon.
-
D.
Woods County
Woods County is a rural county in northwestern Oklahoma known for its agricultural economy and the city of Alva, home to Northwestern Oklahoma State University.
-
E.
Wyoming County
Wyoming County is a rural county in southern West Virginia known for its Appalachian landscape, coal mining heritage, and small, close-knit communities.
- 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_69d8d38ae7e081908a98df1251842402 |
completed | April 10, 2026, 10:40 a.m. |
| NER | Named-entity recognition | batch_69e545ba3bc881908f5308e09d54e05b |
completed | April 19, 2026, 9:14 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a05b43d9f488190bbe1025ea922672f |
completed | May 14, 2026, 11:38 a.m. |
| NEDg | Description generation | batch_6a05b5cbfec88190b0d3119812cbd90f |
completed | May 14, 2026, 11:45 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a05b6227a808190b8567ce852d68944 |
completed | May 14, 2026, 11:46 a.m. |
Created at: April 10, 2026, 11:44 a.m.