Triple
T8402986
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Thad Luckinbill |
E198420
|
entity |
| Predicate | birthPlace |
P1
|
FINISHED |
| Object |
Enid, Oklahoma, United States
Enid, Oklahoma, United States, is a mid-sized city in northwestern Oklahoma known as a regional economic and agricultural hub on the Great Plains.
|
E732486
|
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: Enid, Oklahoma, United States | Statement: [Thad Luckinbill, birthPlace, Enid, Oklahoma, United States]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Enid, Oklahoma, United States Context triple: [Thad Luckinbill, birthPlace, Enid, Oklahoma, United States]
-
A.
Vinita, Oklahoma
Vinita, Oklahoma is a small northeastern Oklahoma city known historically as a railroad and cattle town and for its location along major transportation routes including highways and rail lines.
-
B.
Lawton, Oklahoma, United States
Lawton, Oklahoma, United States is a city in southwestern Oklahoma known for its proximity to Fort Sill and the Wichita Mountains Wildlife Refuge.
-
C.
Stillwater, Oklahoma
Stillwater, Oklahoma is a mid-sized city in north-central Oklahoma best known as the home of Oklahoma State University and a regional center for education, agriculture, and industry.
-
D.
Mustang, Oklahoma
Mustang, Oklahoma is a rapidly growing suburban city in the Oklahoma City metropolitan area known for its family-friendly community and annual Western-themed celebrations.
-
E.
Ada, Oklahoma
Ada, Oklahoma is a small city in south-central Oklahoma that serves as a regional economic and cultural hub and is notably home to the headquarters of the Chickasaw 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: Enid, Oklahoma, United States Triple: [Thad Luckinbill, birthPlace, Enid, Oklahoma, United States]
Generated description
Enid, Oklahoma, United States, is a mid-sized city in northwestern Oklahoma known as a regional economic and agricultural hub on the Great Plains.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Enid, Oklahoma, United States Target entity description: Enid, Oklahoma, United States, is a mid-sized city in northwestern Oklahoma known as a regional economic and agricultural hub on the Great Plains.
-
A.
Vinita, Oklahoma
Vinita, Oklahoma is a small northeastern Oklahoma city known historically as a railroad and cattle town and for its location along major transportation routes including highways and rail lines.
-
B.
Lawton, Oklahoma, United States
Lawton, Oklahoma, United States is a city in southwestern Oklahoma known for its proximity to Fort Sill and the Wichita Mountains Wildlife Refuge.
-
C.
Stillwater, Oklahoma
Stillwater, Oklahoma is a mid-sized city in north-central Oklahoma best known as the home of Oklahoma State University and a regional center for education, agriculture, and industry.
-
D.
Mustang, Oklahoma
Mustang, Oklahoma is a rapidly growing suburban city in the Oklahoma City metropolitan area known for its family-friendly community and annual Western-themed celebrations.
-
E.
Ada, Oklahoma
Ada, Oklahoma is a small city in south-central Oklahoma that serves as a regional economic and cultural hub and is notably home to the headquarters of the Chickasaw 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_69ca8310df9c8190b25f16161cca3e41 |
completed | March 30, 2026, 2:05 p.m. |
| NER | Named-entity recognition | batch_69cb824efa5c81908ce816cdb8e1fcfb |
completed | March 31, 2026, 8:14 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ce02ece0a88190bf64abaa8d202de3 |
completed | April 2, 2026, 5:47 a.m. |
| NEDg | Description generation | batch_69ce077f25648190b9a95fb72f5b4f8c |
completed | April 2, 2026, 6:06 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ce08e192088190ad8170b1bedd568d |
completed | April 2, 2026, 6:12 a.m. |
Created at: March 30, 2026, 6:04 p.m.