Triple
T9703484
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Texas–Oklahoma state line |
E234836
|
entity |
| Predicate | hasBorderPoint |
P69484
|
FINISHED |
| Object |
Hugo, Oklahoma vicinity
Hugo, Oklahoma vicinity refers to the area around the small city of Hugo in southeastern Oklahoma, near the Texas border, known historically as a regional railroad and agricultural center.
|
E574614
|
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: Hugo, Oklahoma vicinity | Statement: [Texas–Oklahoma state line, hasBorderPoint, Hugo, Oklahoma vicinity]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hugo, Oklahoma vicinity Context triple: [Texas–Oklahoma state line, hasBorderPoint, Hugo, Oklahoma vicinity]
-
A.
Oologah, Oklahoma
Oologah, Oklahoma is a small town in northeastern Oklahoma best known as the boyhood home of humorist Will Rogers and its proximity to Oologah Lake.
-
B.
Hinton, Oklahoma
Hinton, Oklahoma is a small town in Caddo County known for its proximity to Red Rock Canyon Adventure Park and its location along major regional highways.
-
C.
Loco, Oklahoma
Loco, Oklahoma is a small rural town located in Stephens County in the southern part of the state.
-
D.
Hendrix, Oklahoma
Hendrix, Oklahoma is a small unincorporated community and census-designated place located in Bryan County in southern Oklahoma.
-
E.
Gage, Oklahoma
Gage, Oklahoma is a small rural town in northwestern Oklahoma known for its agricultural community and location within Ellis 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: Hugo, Oklahoma vicinity Triple: [Texas–Oklahoma state line, hasBorderPoint, Hugo, Oklahoma vicinity]
Generated description
Hugo, Oklahoma vicinity refers to the area around the small city of Hugo in southeastern Oklahoma, near the Texas border, known historically as a regional railroad and agricultural center.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Hugo, Oklahoma vicinity Target entity description: Hugo, Oklahoma vicinity refers to the area around the small city of Hugo in southeastern Oklahoma, near the Texas border, known historically as a regional railroad and agricultural center.
-
A.
Oologah, Oklahoma
Oologah, Oklahoma is a small town in northeastern Oklahoma best known as the boyhood home of humorist Will Rogers and its proximity to Oologah Lake.
-
B.
Hinton, Oklahoma
Hinton, Oklahoma is a small town in Caddo County known for its proximity to Red Rock Canyon Adventure Park and its location along major regional highways.
-
C.
Loco, Oklahoma
Loco, Oklahoma is a small rural town located in Stephens County in the southern part of the state.
-
D.
Hendrix, Oklahoma
chosen
Hendrix, Oklahoma is a small unincorporated community and census-designated place located in Bryan County in southern Oklahoma.
-
E.
Gage, Oklahoma
Gage, Oklahoma is a small rural town in northwestern Oklahoma known for its agricultural community and location within Ellis County.
- F. None of above.
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_69ca84cc78808190a56f3402b7c139a7 |
completed | March 30, 2026, 2:12 p.m. |
| NER | Named-entity recognition | batch_69cd9d73a0148190ad4178fd462cdd9c |
completed | April 1, 2026, 10:34 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d19132687c8190baf3a60af1b789a8 |
completed | April 4, 2026, 10:31 p.m. |
| NEDg | Description generation | batch_69d193150c00819080ed0fbb050b60bf |
completed | April 4, 2026, 10:39 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d19416efd48190865d0178e5e893fa |
completed | April 4, 2026, 10:43 p.m. |
Created at: March 30, 2026, 8:18 p.m.