Triple
T20275028
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | City of Tacoma government |
E502988
|
entity |
| Predicate | hasSubdivision |
P747
|
FINISHED |
| Object |
Tacoma Public Works Department
The Tacoma Public Works Department is the municipal agency responsible for planning, building, and maintaining Tacoma’s core infrastructure and public facilities, including streets, utilities, and related services.
|
E1421448
|
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: Tacoma Public Works Department | Statement: [City of Tacoma government, hasSubdivision, Tacoma Public Works Department]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Tacoma Public Works Department Context triple: [City of Tacoma government, hasSubdivision, Tacoma Public Works Department]
-
A.
Tacoma FD
Tacoma FD is a comedy television series that follows the antics of firefighters in one of America’s rainiest cities, created by and starring members of the Broken Lizard comedy troupe.
-
B.
Tacoma City Council
The Tacoma City Council is the elected legislative body responsible for setting policy, passing local laws, and overseeing the governance of the city of Tacoma, Washington.
-
C.
Whatcom County Public Works
Whatcom County Public Works is a county government department in Washington State responsible for infrastructure services such as roads, solid waste, and the operation of local ferry transportation.
-
D.
Tacoma Tideflats industrial area
The Tacoma Tideflats industrial area is a major port and heavy industrial district in Tacoma, Washington, known for shipping terminals, petrochemical facilities, and manufacturing along the waterfront.
-
E.
Tacoma Power
Tacoma Power is a publicly owned electric utility in Washington State that generates, transmits, and distributes electricity, largely through hydroelectric projects on regional rivers.
- 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: Tacoma Public Works Department Triple: [City of Tacoma government, hasSubdivision, Tacoma Public Works Department]
Generated description
The Tacoma Public Works Department is the municipal agency responsible for planning, building, and maintaining Tacoma’s core infrastructure and public facilities, including streets, utilities, and related services.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Tacoma Public Works Department Target entity description: The Tacoma Public Works Department is the municipal agency responsible for planning, building, and maintaining Tacoma’s core infrastructure and public facilities, including streets, utilities, and related services.
-
A.
Tacoma FD
Tacoma FD is a comedy television series that follows the antics of firefighters in one of America’s rainiest cities, created by and starring members of the Broken Lizard comedy troupe.
-
B.
Tacoma City Council
The Tacoma City Council is the elected legislative body responsible for setting policy, passing local laws, and overseeing the governance of the city of Tacoma, Washington.
-
C.
Whatcom County Public Works
Whatcom County Public Works is a county government department in Washington State responsible for infrastructure services such as roads, solid waste, and the operation of local ferry transportation.
-
D.
Tacoma Tideflats industrial area
The Tacoma Tideflats industrial area is a major port and heavy industrial district in Tacoma, Washington, known for shipping terminals, petrochemical facilities, and manufacturing along the waterfront.
-
E.
Tacoma Power
Tacoma Power is a publicly owned electric utility in Washington State that generates, transmits, and distributes electricity, largely through hydroelectric projects on regional rivers.
- 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_69e0b4b0e79c8190bd61f22ef1329fa8 |
completed | April 16, 2026, 10:06 a.m. |
| NER | Named-entity recognition | batch_69e675e30d4c8190a9e2d9efa0f741fc |
completed | April 20, 2026, 6:52 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a085a21233881908fb835541ae88c70 |
completed | May 16, 2026, 11:50 a.m. |
| NEDg | Description generation | batch_6a085a8b52088190976c1ef189de5a5b |
completed | May 16, 2026, 11:52 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a085af42c1c81908c9ee0f84f9a9481 |
completed | May 16, 2026, 11:54 a.m. |
Created at: April 16, 2026, 10:32 a.m.