Triple
T14204464
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Town of Bedford government |
E352048
|
entity |
| Predicate | hasDepartment |
P35
|
FINISHED |
| Object |
Planning Department of Bedford
The Planning Department of Bedford is the municipal office responsible for guiding land use, development, and long-term community planning within the Town of Bedford.
|
E1085560
|
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: Planning Department of Bedford | Statement: [Town of Bedford government, hasDepartment, Planning Department of Bedford]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Planning Department of Bedford Context triple: [Town of Bedford government, hasDepartment, Planning Department of Bedford]
-
A.
Planning Department (Baltimore City)
The Planning Department of Baltimore City is the municipal agency responsible for guiding the city’s physical development, land use, and long-term urban planning policies.
-
B.
Planning Department
The Planning Department is a government agency responsible for formulating, reviewing, and implementing land use and urban planning policies within its jurisdiction.
-
C.
Montgomery County Planning Department
The Montgomery County Planning Department is the public agency responsible for land use planning, development review, and long-range community planning in Montgomery County, Maryland.
-
D.
Department for Planning and Operations
The Department for Planning and Operations is an administrative unit of the Lutheran World Federation responsible for coordinating organizational planning, resource management, and operational support across its global activities.
-
E.
Department of Buildings
The Department of Buildings is a municipal agency in the Town of Hempstead responsible for regulating construction, enforcing building codes, and issuing related permits and inspections.
- 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: Planning Department of Bedford Triple: [Town of Bedford government, hasDepartment, Planning Department of Bedford]
Generated description
The Planning Department of Bedford is the municipal office responsible for guiding land use, development, and long-term community planning within the Town of Bedford.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Planning Department of Bedford Target entity description: The Planning Department of Bedford is the municipal office responsible for guiding land use, development, and long-term community planning within the Town of Bedford.
-
A.
Planning Department (Baltimore City)
The Planning Department of Baltimore City is the municipal agency responsible for guiding the city’s physical development, land use, and long-term urban planning policies.
-
B.
Planning Department
The Planning Department is a government agency responsible for formulating, reviewing, and implementing land use and urban planning policies within its jurisdiction.
-
C.
Montgomery County Planning Department
The Montgomery County Planning Department is the public agency responsible for land use planning, development review, and long-range community planning in Montgomery County, Maryland.
-
D.
Department for Planning and Operations
The Department for Planning and Operations is an administrative unit of the Lutheran World Federation responsible for coordinating organizational planning, resource management, and operational support across its global activities.
-
E.
Department of Buildings
The Department of Buildings is a municipal agency in the Town of Hempstead responsible for regulating construction, enforcing building codes, and issuing related permits and inspections.
- 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_69d827894ac0819097803e57f3227b23 |
completed | April 9, 2026, 10:26 p.m. |
| NER | Named-entity recognition | batch_69de61f6d4d481909128084e82e6a58a |
completed | April 14, 2026, 3:49 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fd1951421c81908959634e66857b61 |
completed | May 7, 2026, 10:59 p.m. |
| NEDg | Description generation | batch_69fd1ba3ab388190989f7ce32b7eb936 |
completed | May 7, 2026, 11:09 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69fd1dc50944819082834db63e6da093 |
completed | May 7, 2026, 11:18 p.m. |
Created at: April 10, 2026, 1:05 a.m.