Triple
T8837519
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Audubon County, Iowa |
E210302
|
entity |
| Predicate | hasCity |
P316
|
FINISHED |
| Object |
Brayton, Iowa
Brayton, Iowa is a small rural city located in western Iowa that is part of the Audubon County community.
|
E761568
|
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: Brayton, Iowa | Statement: [Audubon County, Iowa, hasCity, Brayton, Iowa]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Brayton, Iowa Context triple: [Audubon County, Iowa, hasCity, Brayton, Iowa]
-
A.
Bronson, Iowa
Bronson, Iowa is a small rural city in northwestern Iowa known for its close-knit community and agricultural surroundings.
-
B.
Lytton, Iowa
Lytton, Iowa is a small rural city in Sac and Calhoun counties known for its agricultural surroundings and location in northwestern Iowa.
-
C.
Brighton, Iowa
Brighton, Iowa is a small rural city located in southeastern Iowa within Washington County.
-
D.
Blanchard, Iowa
Blanchard, Iowa is a small rural city located in the southwestern part of the state near the Missouri border.
-
E.
Lawton, Iowa
Lawton, Iowa is a small city in northwestern Iowa that functions largely as a residential community near the larger urban center of Sioux City.
- 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: Brayton, Iowa Triple: [Audubon County, Iowa, hasCity, Brayton, Iowa]
Generated description
Brayton, Iowa is a small rural city located in western Iowa that is part of the Audubon County community.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Brayton, Iowa Target entity description: Brayton, Iowa is a small rural city located in western Iowa that is part of the Audubon County community.
-
A.
Bronson, Iowa
Bronson, Iowa is a small rural city in northwestern Iowa known for its close-knit community and agricultural surroundings.
-
B.
Lytton, Iowa
Lytton, Iowa is a small rural city in Sac and Calhoun counties known for its agricultural surroundings and location in northwestern Iowa.
-
C.
Brighton, Iowa
Brighton, Iowa is a small rural city located in southeastern Iowa within Washington County.
-
D.
Blanchard, Iowa
Blanchard, Iowa is a small rural city located in the southwestern part of the state near the Missouri border.
-
E.
Lawton, Iowa
Lawton, Iowa is a small city in northwestern Iowa that functions largely as a residential community near the larger urban center of Sioux City.
- 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_69ca8388549c819095fd94eadefbb007 |
completed | March 30, 2026, 2:07 p.m. |
| NER | Named-entity recognition | batch_69cc606adde08190825dbdabd199c025 |
completed | April 1, 2026, 12:01 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cf898a478c81908f138a78f331b87d |
completed | April 3, 2026, 9:34 a.m. |
| NEDg | Description generation | batch_69cf8d66cb5081908efaa1d96829ebe8 |
completed | April 3, 2026, 9:50 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69cf8defb0508190b2341ba8e79da2af |
completed | April 3, 2026, 9:52 a.m. |
Created at: March 30, 2026, 6:48 p.m.