Triple
T12385000
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Mills County |
E295839
|
entity |
| Predicate | hasCommunity |
P2605
|
FINISHED |
| Object | Malvern, Iowa |
E180188
|
NE FINISHED |
How this triple was built (2 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: Malvern, Iowa | Statement: [Mills County, hasCommunity, Malvern, Iowa]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Malvern, Iowa Context triple: [Mills County, hasCommunity, Malvern, Iowa]
-
A.
Malvern, Iowa
chosen
Malvern, Iowa is a small rural city in southwestern Iowa known for its historic downtown, community events, and role as a local agricultural and residential hub.
-
B.
Melvin, Iowa
Melvin, Iowa is a small rural city located in northwestern Iowa within Osceola County.
-
C.
Milford, Iowa
Milford, Iowa is a small city in northwestern Iowa known as the "Gateway to the Iowa Great Lakes," serving as a local hub near the popular Okoboji vacation area.
-
D.
Menlo, Iowa
Menlo, Iowa is a small rural city in central Iowa known for its agricultural surroundings and tight-knit community.
-
E.
McClelland, Iowa
McClelland, Iowa is a small rural community located in Pottawattamie County in the western part of the state.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69d6ad9e653c8190b1473c860ee53dae |
completed | April 8, 2026, 7:33 p.m. |
| NER | Named-entity recognition | batch_69d93fbc3f608190b0ee3c4f304a94db |
completed | April 10, 2026, 6:21 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f684d0315c8190988431785a7b1e1e |
completed | May 2, 2026, 11:12 p.m. |
Created at: April 8, 2026, 9:54 p.m.