Triple
T13693480
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | City of Medford government |
E328325
|
entity |
| Predicate | hasDivision |
P35
|
FINISHED |
| Object |
Medford Office of Community Development
The Medford Office of Community Development is a municipal department responsible for planning, housing, and community improvement initiatives within the City of Medford.
|
E328325
|
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: Medford Office of Community Development | Statement: [City of Medford government, hasDivision, Medford Office of Community Development]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Medford Office of Community Development Context triple: [City of Medford government, hasDivision, Medford Office of Community Development]
-
A.
City of Medford government
The City of Medford government is the municipal authority responsible for administering public services, local policies, and community planning for Medford, Massachusetts.
-
B.
Medford City Council
The Medford City Council is the elected legislative body responsible for setting policy, passing local laws, and overseeing municipal governance in Medford, Oregon.
-
C.
Medford park and recreation system
The Medford park and recreation system is the municipal network of parks, natural areas, and recreational facilities serving residents and visitors in Medford, Massachusetts.
-
D.
Medford School Committee
The Medford School Committee is the elected governing body responsible for setting policy, overseeing the budget, and providing leadership for the Medford Public Schools district.
-
E.
Medford City Hall
Medford City Hall is the main municipal government building of Medford, Massachusetts, housing city offices and serving as a central civic landmark.
- 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: Medford Office of Community Development Triple: [City of Medford government, hasDivision, Medford Office of Community Development]
Generated description
The Medford Office of Community Development is a municipal department responsible for planning, housing, and community improvement initiatives within the City of Medford.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Medford Office of Community Development Target entity description: The Medford Office of Community Development is a municipal department responsible for planning, housing, and community improvement initiatives within the City of Medford.
-
A.
City of Medford government
chosen
The City of Medford government is the municipal authority responsible for administering public services, local policies, and community planning for Medford, Massachusetts.
-
B.
Medford City Council
The Medford City Council is the elected legislative body responsible for setting policy, passing local laws, and overseeing municipal governance in Medford, Oregon.
-
C.
Medford park and recreation system
The Medford park and recreation system is the municipal network of parks, natural areas, and recreational facilities serving residents and visitors in Medford, Massachusetts.
-
D.
Medford School Committee
The Medford School Committee is the elected governing body responsible for setting policy, overseeing the budget, and providing leadership for the Medford Public Schools district.
-
E.
Medford City Hall
Medford City Hall is the main municipal government building of Medford, Massachusetts, housing city offices and serving as a central civic landmark.
- 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_69d8076ff62081908a7bd79889edd7a0 |
completed | April 9, 2026, 8:09 p.m. |
| NER | Named-entity recognition | batch_69dbc8757b648190a26181efbad09a43 |
completed | April 12, 2026, 4:29 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f7944e7ea0819098a9fbf8842d314b |
completed | May 3, 2026, 6:30 p.m. |
| NEDg | Description generation | batch_69f79715571081909c1177a3fd09b4d5 |
completed | May 3, 2026, 6:42 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f797caabfc8190844e6b7d8125aeb6 |
completed | May 3, 2026, 6:45 p.m. |
Created at: April 9, 2026, 9:54 p.m.