Triple
T3792158
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Tewksbury, Massachusetts |
E89676
|
entity |
| Predicate | hasPlanningBody |
P2820
|
FINISHED |
| Object |
Tewksbury Planning Board
The Tewksbury Planning Board is the local governmental body responsible for overseeing land use, development proposals, and long-term planning in Tewksbury, Massachusetts.
|
E389422
|
NE FINISHED |
How this triple was built (5 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: Tewksbury Planning Board | Statement: [Tewksbury, Massachusetts, hasPlanningBody, Tewksbury Planning Board]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Tewksbury Planning Board Context triple: [Tewksbury, Massachusetts, hasPlanningBody, Tewksbury Planning Board]
-
A.
Tewksbury, Massachusetts
Tewksbury, Massachusetts is a suburban New England town known for its residential communities, historic character, and location between Lowell and Boston.
-
B.
Boston Town Area Committee
The Boston Town Area Committee is a local governing body responsible for representing and managing community affairs within the town area of Boston in Lincolnshire, England.
-
C.
The Town of Wellesley
The Town of Wellesley is an affluent suburban community west of Boston, Massachusetts, known for its high-quality public schools, attractive residential neighborhoods, and the presence of Wellesley College.
-
D.
Town of Brookline
The Town of Brookline is an independent suburban municipality bordering Boston, Massachusetts, known for its historic neighborhoods, strong public schools, and stewardship of significant urban green spaces.
-
E.
Pioneer Valley Planning Commission
The Pioneer Valley Planning Commission is a regional planning agency that coordinates land use, transportation, and economic development initiatives for communities in western Massachusetts.
- 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: Tewksbury Planning Board Triple: [Tewksbury, Massachusetts, hasPlanningBody, Tewksbury Planning Board]
Generated description
The Tewksbury Planning Board is the local governmental body responsible for overseeing land use, development proposals, and long-term planning in Tewksbury, Massachusetts.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Tewksbury Planning Board Target entity description: The Tewksbury Planning Board is the local governmental body responsible for overseeing land use, development proposals, and long-term planning in Tewksbury, Massachusetts.
-
A.
Tewksbury, Massachusetts
Tewksbury, Massachusetts is a suburban New England town known for its residential communities, historic character, and location between Lowell and Boston.
-
B.
Boston Town Area Committee
The Boston Town Area Committee is a local governing body responsible for representing and managing community affairs within the town area of Boston in Lincolnshire, England.
-
C.
The Town of Wellesley
The Town of Wellesley is an affluent suburban community west of Boston, Massachusetts, known for its high-quality public schools, attractive residential neighborhoods, and the presence of Wellesley College.
-
D.
Town of Brookline
The Town of Brookline is an independent suburban municipality bordering Boston, Massachusetts, known for its historic neighborhoods, strong public schools, and stewardship of significant urban green spaces.
-
E.
Pioneer Valley Planning Commission
The Pioneer Valley Planning Commission is a regional planning agency that coordinates land use, transportation, and economic development initiatives for communities in western Massachusetts.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: hasPlanningBody Context triple: [Tewksbury, Massachusetts, hasPlanningBody, Tewksbury Planning Board]
-
A.
hasRepresentativeBody
Indicates that an entity is associated with or governed by a specific representative body that acts or decides on its behalf.
-
B.
hasGovernmentBody
chosen
Indicates that one entity serves as the official governing or administrative body responsible for overseeing or managing another entity.
-
C.
hasConsultativeBody
Indicates that an entity is associated with a consultative body that provides advice, recommendations, or guidance on its decisions or activities.
-
D.
deliberativeBodyFor
Indicates that one entity serves as a formal group or assembly responsible for discussion, consideration, and decision-making on behalf of another entity.
-
E.
conferringBody
Indicates the organization or authority that formally grants or bestows something, such as an award, degree, or title, upon a recipient.
- F. None of above.
Provenance (6 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_69aed9597d6881909b6ee3b9de859223 |
completed | March 9, 2026, 2:29 p.m. |
| NER | Named-entity recognition | batch_69aeecefa3608190a7a20ed6df6a64b2 |
completed | March 9, 2026, 3:53 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b4f058f03881909aded87e7a74849f |
completed | March 14, 2026, 5:21 a.m. |
| NEDg | Description generation | batch_69b4f2ed663c8190be431c7aae60259e |
completed | March 14, 2026, 5:32 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b4f72eba988190acb96b44fc8b7c30 |
completed | March 14, 2026, 5:50 a.m. |
| PD | Predicate disambiguation | batch_69aee743c8d08190a9f9c97b836bd703 |
completed | March 9, 2026, 3:29 p.m. |
Created at: March 9, 2026, 3:15 p.m.