Triple
T8072814
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ouachita National Forest |
E188416
|
entity |
| Predicate | nearestCity |
P350
|
FINISHED |
| Object |
Talihina, Oklahoma
Talihina, Oklahoma is a small town in southeastern Oklahoma known as a gateway community to the scenic Ouachita Mountains and Ouachita National Forest.
|
E710290
|
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: Talihina, Oklahoma | Statement: [Ouachita National Forest, nearestCity, Talihina, Oklahoma]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Talihina, Oklahoma Context triple: [Ouachita National Forest, nearestCity, Talihina, Oklahoma]
-
A.
Tahlequah, Oklahoma
Tahlequah, Oklahoma is a small city in northeastern Oklahoma that serves as the governmental and cultural center of the Cherokee Nation.
-
B.
Poteau, Oklahoma
Poteau, Oklahoma is a small city in Le Flore County known as a regional hub in eastern Oklahoma near the Arkansas border, close to Fort Smith.
-
C.
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.
-
D.
Sallisaw, Oklahoma
Sallisaw, Oklahoma is a small city in eastern Oklahoma known as the county seat of Sequoyah County and a local hub near the Arkansas border.
-
E.
Okmulgee, Oklahoma
Okmulgee, Oklahoma is a small city in eastern Oklahoma that serves as the governmental and cultural center of the Muscogee (Creek) Nation.
- 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: Talihina, Oklahoma Triple: [Ouachita National Forest, nearestCity, Talihina, Oklahoma]
Generated description
Talihina, Oklahoma is a small town in southeastern Oklahoma known as a gateway community to the scenic Ouachita Mountains and Ouachita National Forest.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Talihina, Oklahoma Target entity description: Talihina, Oklahoma is a small town in southeastern Oklahoma known as a gateway community to the scenic Ouachita Mountains and Ouachita National Forest.
-
A.
Tahlequah, Oklahoma
Tahlequah, Oklahoma is a small city in northeastern Oklahoma that serves as the governmental and cultural center of the Cherokee Nation.
-
B.
Poteau, Oklahoma
Poteau, Oklahoma is a small city in Le Flore County known as a regional hub in eastern Oklahoma near the Arkansas border, close to Fort Smith.
-
C.
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.
-
D.
Sallisaw, Oklahoma
Sallisaw, Oklahoma is a small city in eastern Oklahoma known as the county seat of Sequoyah County and a local hub near the Arkansas border.
-
E.
Okmulgee, Oklahoma
Okmulgee, Oklahoma is a small city in eastern Oklahoma that serves as the governmental and cultural center of the Muscogee (Creek) Nation.
- 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_69ca82b50c708190863f661d438e68df |
completed | March 30, 2026, 2:03 p.m. |
| NER | Named-entity recognition | batch_69cb40482200819086c639f64c01fbb5 |
completed | March 31, 2026, 3:32 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cc63ecb04881909b1849dc4ef7c2bc |
completed | April 1, 2026, 12:16 a.m. |
| NEDg | Description generation | batch_69cc651d340c819089306bac7110f57a |
completed | April 1, 2026, 12:21 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69cc666ecc04819092ee4cc035dde627 |
completed | April 1, 2026, 12:27 a.m. |
Created at: March 30, 2026, 5:27 p.m.