Triple
T8854597
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Waukee, Iowa |
E210722
|
entity |
| Predicate | hasPublicService |
P6352
|
FINISHED |
| Object |
Waukee Public Works Department
Waukee Public Works Department is the municipal agency responsible for maintaining and managing Waukee, Iowa’s infrastructure and essential city services such as streets, water, and sewer systems.
|
E762023
|
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: Waukee Public Works Department | Statement: [Waukee, Iowa, hasPublicService, Waukee Public Works Department]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Waukee Public Works Department Context triple: [Waukee, Iowa, hasPublicService, Waukee Public Works Department]
-
A.
Waukee, Iowa
Waukee, Iowa is a rapidly growing suburban city in the Des Moines metropolitan area known for its strong school system and family-friendly community.
-
B.
Des Moines Water Works
Des Moines Water Works is a public utility that provides drinking water and related services to residents and businesses in the Des Moines, Iowa metropolitan area.
-
C.
Waukon, Iowa
Waukon, Iowa is a small city that serves as the county seat of Allamakee County in the northeastern part of the state.
-
D.
Pierce County Public Works and Utilities
Pierce County Public Works and Utilities is a county government department in Pierce County, Washington, responsible for managing public infrastructure and utility services such as roads, airports, sewer, and solid waste.
-
E.
Kern County public works
Kern County public works is the county government department responsible for planning, building, and maintaining Kern County’s public infrastructure and related services.
- 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: Waukee Public Works Department Triple: [Waukee, Iowa, hasPublicService, Waukee Public Works Department]
Generated description
Waukee Public Works Department is the municipal agency responsible for maintaining and managing Waukee, Iowa’s infrastructure and essential city services such as streets, water, and sewer systems.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Waukee Public Works Department Target entity description: Waukee Public Works Department is the municipal agency responsible for maintaining and managing Waukee, Iowa’s infrastructure and essential city services such as streets, water, and sewer systems.
-
A.
Waukee, Iowa
Waukee, Iowa is a rapidly growing suburban city in the Des Moines metropolitan area known for its strong school system and family-friendly community.
-
B.
Des Moines Water Works
Des Moines Water Works is a public utility that provides drinking water and related services to residents and businesses in the Des Moines, Iowa metropolitan area.
-
C.
Waukon, Iowa
Waukon, Iowa is a small city that serves as the county seat of Allamakee County in the northeastern part of the state.
-
D.
Pierce County Public Works and Utilities
Pierce County Public Works and Utilities is a county government department in Pierce County, Washington, responsible for managing public infrastructure and utility services such as roads, airports, sewer, and solid waste.
-
E.
Kern County public works
Kern County public works is the county government department responsible for planning, building, and maintaining Kern County’s public infrastructure and related services.
- 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_69ca838a424c8190b1ecac115c2927e7 |
completed | March 30, 2026, 2:07 p.m. |
| NER | Named-entity recognition | batch_69cc60c6dce88190b175698b191fb89b |
completed | April 1, 2026, 12:03 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cfa09557dc81908b5690bf5c392528 |
completed | April 3, 2026, 11:12 a.m. |
| NEDg | Description generation | batch_69cfa1503654819086db66f237f035a1 |
completed | April 3, 2026, 11:15 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69cfa1b051cc8190b95c930883cec519 |
completed | April 3, 2026, 11:17 a.m. |
Created at: March 30, 2026, 6:49 p.m.