Triple
T123123
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ron Howard |
E2488
|
entity |
| Predicate | placeOfBirth |
P1
|
FINISHED |
| Object |
Duncan, Oklahoma, United States
Duncan, Oklahoma, United States is a small city in southern Oklahoma best known as the birthplace of filmmaker and actor Ron Howard and for its historical ties to the oil industry.
|
E13791
|
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: Duncan, Oklahoma, United States | Statement: [Ron Howard, placeOfBirth, Duncan, Oklahoma, United States]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Duncan, Oklahoma, United States Context triple: [Ron Howard, placeOfBirth, Duncan, Oklahoma, United States]
-
A.
Shattuck, Oklahoma
Shattuck, Oklahoma is a small town in northwestern Oklahoma known for its rural character and historic windmill park.
-
B.
Denison, Texas, United States
Denison, Texas, United States, is a North Texas city best known as the birthplace of U.S. President Dwight D. Eisenhower.
-
C.
Abilene, Kansas, United States
Abilene, Kansas, United States is a small Midwestern city best known as the boyhood home and final resting place of U.S. President Dwight D. Eisenhower and the site of his presidential library and museum.
-
D.
Aberdeen, South Dakota, United States
Aberdeen, South Dakota, United States, is a small city in northeastern South Dakota known as a regional hub for agriculture, education, and commerce.
-
E.
eastern Oklahoma
Eastern Oklahoma is a region of the U.S. state of Oklahoma known for its humid climate, rolling hills and forests, and frequent severe thunderstorms and tornadoes.
- 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: Duncan, Oklahoma, United States Triple: [Ron Howard, placeOfBirth, Duncan, Oklahoma, United States]
Generated description
Duncan, Oklahoma, United States is a small city in southern Oklahoma best known as the birthplace of filmmaker and actor Ron Howard and for its historical ties to the oil industry.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Duncan, Oklahoma, United States Target entity description: Duncan, Oklahoma, United States is a small city in southern Oklahoma best known as the birthplace of filmmaker and actor Ron Howard and for its historical ties to the oil industry.
-
A.
Shattuck, Oklahoma
Shattuck, Oklahoma is a small town in northwestern Oklahoma known for its rural character and historic windmill park.
-
B.
Denison, Texas, United States
Denison, Texas, United States, is a North Texas city best known as the birthplace of U.S. President Dwight D. Eisenhower.
-
C.
Abilene, Kansas, United States
Abilene, Kansas, United States is a small Midwestern city best known as the boyhood home and final resting place of U.S. President Dwight D. Eisenhower and the site of his presidential library and museum.
-
D.
Aberdeen, South Dakota, United States
Aberdeen, South Dakota, United States, is a small city in northeastern South Dakota known as a regional hub for agriculture, education, and commerce.
-
E.
eastern Oklahoma
Eastern Oklahoma is a region of the U.S. state of Oklahoma known for its humid climate, rolling hills and forests, and frequent severe thunderstorms and tornadoes.
- 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_69a251b54ea88190b18281669f59b4c0 |
completed | Feb. 28, 2026, 2:23 a.m. |
| NER | Named-entity recognition | batch_69a2573b4e7481909ee09d2899f8a74b |
completed | Feb. 28, 2026, 2:47 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a2982485348190b2b361aef7b42fc9 |
completed | Feb. 28, 2026, 7:24 a.m. |
| NEDg | Description generation | batch_69a299032e748190b8f91ff2109c40fe |
completed | Feb. 28, 2026, 7:28 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a29af5cf3c8190a88b5cbabea72cc5 |
completed | Feb. 28, 2026, 7:36 a.m. |
Created at: Feb. 28, 2026, 2:27 a.m.