Triple
T9531245
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | North Liberty Fire Department |
E229900
|
entity |
| Predicate | municipalityServed |
P3936
|
FINISHED |
| Object |
City of North Liberty
The City of North Liberty is a growing municipality in eastern Iowa known for its residential communities, local services, and proximity to the Iowa City metropolitan area.
|
E805029
|
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: City of North Liberty | Statement: [North Liberty Fire Department, municipalityServed, City of North Liberty]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: City of North Liberty Context triple: [North Liberty Fire Department, municipalityServed, City of North Liberty]
-
A.
City of Fairburn
The City of Fairburn is the municipal government responsible for administering public services, local policies, and community affairs in Fairburn, Georgia.
-
B.
City of Tiffin
The City of Tiffin is the municipal government responsible for providing local services, administration, and regulations for the community of Tiffin, Iowa.
-
C.
Town of Liberty
The Town of Liberty is a small rural municipality in eastern Wisconsin known for its agricultural landscape and quiet residential character within Manitowoc County.
-
D.
City of Colton
The City of Colton is a municipality in San Bernardino County, California, known historically as a railroad and transportation hub in the Inland Empire region.
-
E.
City of Wapato
The City of Wapato is a small agricultural community in central Washington State known for its diverse population and proximity to the Yakama Nation Reservation.
- 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: City of North Liberty Triple: [North Liberty Fire Department, municipalityServed, City of North Liberty]
Generated description
The City of North Liberty is a growing municipality in eastern Iowa known for its residential communities, local services, and proximity to the Iowa City metropolitan area.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: City of North Liberty Target entity description: The City of North Liberty is a growing municipality in eastern Iowa known for its residential communities, local services, and proximity to the Iowa City metropolitan area.
-
A.
City of Fairburn
The City of Fairburn is the municipal government responsible for administering public services, local policies, and community affairs in Fairburn, Georgia.
-
B.
City of Tiffin
The City of Tiffin is the municipal government responsible for providing local services, administration, and regulations for the community of Tiffin, Iowa.
-
C.
Town of Liberty
The Town of Liberty is a small rural municipality in eastern Wisconsin known for its agricultural landscape and quiet residential character within Manitowoc County.
-
D.
City of Colton
The City of Colton is a municipality in San Bernardino County, California, known historically as a railroad and transportation hub in the Inland Empire region.
-
E.
City of Wapato
The City of Wapato is a small agricultural community in central Washington State known for its diverse population and proximity to the Yakama Nation Reservation.
- 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_69ca8479934c81908006d0e6e970ae05 |
completed | March 30, 2026, 2:11 p.m. |
| NER | Named-entity recognition | batch_69cd98b408648190a04127c1d47fe7d2 |
completed | April 1, 2026, 10:14 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d14c38a3848190ab3561f70497c9eb |
completed | April 4, 2026, 5:36 p.m. |
| NEDg | Description generation | batch_69d14d23573c8190aeebf2fdac20a332 |
completed | April 4, 2026, 5:40 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d14da4514481908a530b5d77ad832a |
completed | April 4, 2026, 5:43 p.m. |
Created at: March 30, 2026, 8 p.m.