Triple
T11381771
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | West Liberty Fire Department |
E269609
|
entity |
| Predicate | collaboratesWith |
P37
|
FINISHED |
| Object | Muscatine County emergency services |
E42423
|
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: Muscatine County emergency services | Statement: [West Liberty Fire Department, collaboratesWith, Muscatine County emergency services]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Muscatine County emergency services Context triple: [West Liberty Fire Department, collaboratesWith, Muscatine County emergency services]
-
A.
Muscatine Community School District
Muscatine Community School District is a public school district that serves students in the Muscatine, Iowa area, providing K–12 education through multiple schools and programs.
-
B.
Muscatine County, Iowa
chosen
Muscatine County, Iowa is a county in eastern Iowa along the Mississippi River, known for its agricultural economy and the city of Muscatine.
-
C.
Muscatine Micropolitan Statistical Area
The Muscatine Micropolitan Statistical Area is a U.S. Census Bureau-defined region centered on Muscatine, Iowa, used for statistical and economic analysis of the surrounding small urban area and its nearby communities.
-
D.
Muscatine, Iowa
Muscatine, Iowa is a Mississippi River city in eastern Iowa known historically for its pearl button industry and as the "Pearl of the Mississippi."
-
E.
Muscatine Community College
Muscatine Community College is a public two-year college in Muscatine, Iowa, offering associate degrees, technical programs, and transfer pathways to four-year institutions.
- 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_69d6aacca1048190b39dbbc2174616fa |
completed | April 8, 2026, 7:21 p.m. |
| NER | Named-entity recognition | batch_69d7fc331f188190a7f69f1aae53fb6b |
completed | April 9, 2026, 7:21 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e556a99c8c8190b7439a548216e648 |
completed | April 19, 2026, 10:26 p.m. |
Created at: April 8, 2026, 9:34 p.m.