Triple
T17410625
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | City of Gloucester government |
E423346
|
entity |
| Predicate | hasDepartment |
P35
|
FINISHED |
| Object |
Department of Public Works of Gloucester
The Department of Public Works of Gloucester is the municipal agency responsible for maintaining and managing the city’s infrastructure, including roads, public facilities, and related services.
|
E423346
|
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: Department of Public Works of Gloucester | Statement: [City of Gloucester government, hasDepartment, Department of Public Works of Gloucester]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Department of Public Works of Gloucester Context triple: [City of Gloucester government, hasDepartment, Department of Public Works of Gloucester]
-
A.
City of Gloucester government
The City of Gloucester government is the municipal administration responsible for managing public services, local policies, and community affairs in Gloucester, Massachusetts.
-
B.
Gloucester City Council
Gloucester City Council is the local governing authority responsible for municipal services, planning, and administration in the city of Gloucester, England.
-
C.
Glocester School Department
Glocester School Department is the public school district responsible for providing primary and secondary education to students in the town of Glocester, Rhode Island.
-
D.
Gloucester County government
Gloucester County government is the local administrative authority responsible for managing public services, policies, and operations within Gloucester County.
-
E.
Gloucestershire County Council
Gloucestershire County Council is the local government authority responsible for providing county-level public services and administration across the ceremonial county of Gloucestershire, England.
- 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: Department of Public Works of Gloucester Triple: [City of Gloucester government, hasDepartment, Department of Public Works of Gloucester]
Generated description
The Department of Public Works of Gloucester is the municipal agency responsible for maintaining and managing the city’s infrastructure, including roads, public facilities, and related services.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Department of Public Works of Gloucester Target entity description: The Department of Public Works of Gloucester is the municipal agency responsible for maintaining and managing the city’s infrastructure, including roads, public facilities, and related services.
-
A.
City of Gloucester government
chosen
The City of Gloucester government is the municipal administration responsible for managing public services, local policies, and community affairs in Gloucester, Massachusetts.
-
B.
Gloucester City Council
Gloucester City Council is the local governing authority responsible for municipal services, planning, and administration in the city of Gloucester, England.
-
C.
Glocester School Department
Glocester School Department is the public school district responsible for providing primary and secondary education to students in the town of Glocester, Rhode Island.
-
D.
Gloucester County government
Gloucester County government is the local administrative authority responsible for managing public services, policies, and operations within Gloucester County.
-
E.
Gloucestershire County Council
Gloucestershire County Council is the local government authority responsible for providing county-level public services and administration across the ceremonial county of Gloucestershire, England.
- F. None of above.
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_69d889d7d27c819088486ce3f0627fa1 |
completed | April 10, 2026, 5:25 a.m. |
| NER | Named-entity recognition | batch_69e43b0a88e881909b2886bd90c92992 |
completed | April 19, 2026, 2:16 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a01a7fdb4348190a905b476379c3245 |
completed | May 11, 2026, 9:57 a.m. |
| NEDg | Description generation | batch_6a01a886818881909f237f69c6d77f93 |
completed | May 11, 2026, 9:59 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a01a9183410819083c8239e3ce38ea2 |
completed | May 11, 2026, 10:02 a.m. |
Created at: April 10, 2026, 5:46 a.m.