Triple
T8750782
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Central Iowa |
E207951
|
entity |
| Predicate | hasCity |
P316
|
FINISHED |
| Object |
Creston
Creston is a small city in Iowa known as a regional hub for agriculture, rail transport, and local commerce.
|
E755228
|
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: Creston | Statement: [Central Iowa, hasCity, Creston]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Creston Context triple: [Central Iowa, hasCity, Creston]
-
A.
Creston
Creston is a small rural community in California known for its ranching heritage and proximity to the wine-producing regions of San Luis Obispo County.
-
B.
Creston-Kenilworth
Creston-Kenilworth is a primarily residential neighborhood in southeast Portland, Oregon, known for its parks, tree-lined streets, and close-knit community atmosphere.
-
C.
Creston, Washington
Creston, Washington is a small rural town in eastern Washington State known for its agricultural surroundings and location along U.S. Route 2.
-
D.
Lewistown
Lewistown is a small village in the Ogmore Valley of south Wales, historically associated with coal mining and the broader industrial heritage of the region.
-
E.
Willits
Willits is a small city in Northern California known as the "Gateway to the Redwoods" and for its historic Skunk Train.
- 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: Creston Triple: [Central Iowa, hasCity, Creston]
Generated description
Creston is a small city in Iowa known as a regional hub for agriculture, rail transport, and local commerce.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Creston Target entity description: Creston is a small city in Iowa known as a regional hub for agriculture, rail transport, and local commerce.
-
A.
Creston
Creston is a small rural community in California known for its ranching heritage and proximity to the wine-producing regions of San Luis Obispo County.
-
B.
Creston-Kenilworth
Creston-Kenilworth is a primarily residential neighborhood in southeast Portland, Oregon, known for its parks, tree-lined streets, and close-knit community atmosphere.
-
C.
Creston, Washington
Creston, Washington is a small rural town in eastern Washington State known for its agricultural surroundings and location along U.S. Route 2.
-
D.
Lewistown
Lewistown is a small village in the Ogmore Valley of south Wales, historically associated with coal mining and the broader industrial heritage of the region.
-
E.
Willits
Willits is a small city in Northern California known as the "Gateway to the Redwoods" and for its historic Skunk Train.
- 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_69ca835bb2bc819084bb5906cb6ef7f8 |
completed | March 30, 2026, 2:06 p.m. |
| NER | Named-entity recognition | batch_69cc5da774f4819099e5bfd12973d946 |
completed | March 31, 2026, 11:49 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cf431db5a88190a579b43370a8e887 |
completed | April 3, 2026, 4:33 a.m. |
| NEDg | Description generation | batch_69cf45ff020c81909bfe20de50d3661a |
completed | April 3, 2026, 4:45 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69cf46ab85088190b12e6eb969f2c65b |
completed | April 3, 2026, 4:48 a.m. |
Created at: March 30, 2026, 6:39 p.m.