Triple
T2080923
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Massachusetts Office of Coastal Zone Management |
E45238
|
entity |
| Predicate | cooperatesWith |
P435
|
FINISHED |
| Object | Massachusetts Department of Environmental Protection |
E13628
|
NE FINISHED |
How this triple was built (2 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: Massachusetts Department of Environmental Protection | Statement: [Massachusetts Office of Coastal Zone Management, cooperatesWith, Massachusetts Department of Environmental Protection]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Massachusetts Department of Environmental Protection Context triple: [Massachusetts Office of Coastal Zone Management, cooperatesWith, Massachusetts Department of Environmental Protection]
-
A.
Massachusetts Department of Environmental Protection
chosen
The Massachusetts Department of Environmental Protection is the state agency responsible for safeguarding air, water, and land resources in Massachusetts through regulation, enforcement, and environmental oversight.
-
B.
Massachusetts Department of Conservation and Recreation
The Massachusetts Department of Conservation and Recreation is a state agency responsible for managing and protecting Massachusetts’ public parks, forests, beaches, and other natural and recreational resources.
-
C.
Maine Department of Environmental Protection
The Maine Department of Environmental Protection is the state agency responsible for protecting Maine’s air, land, and water resources through regulation, monitoring, and environmental stewardship programs.
-
D.
Massachusetts Office of Coastal Zone Management
The Massachusetts Office of Coastal Zone Management is a state agency responsible for planning, regulating, and protecting Massachusetts’ coastal resources and waterfront areas.
-
E.
Executive Office of Energy and Environmental Affairs of Massachusetts
The Executive Office of Energy and Environmental Affairs of Massachusetts is a state cabinet-level agency responsible for overseeing energy policy, environmental protection, natural resource conservation, and related regulatory and planning functions across the Commonwealth.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69a8891869c88190a02643e3bb746f59 |
completed | March 4, 2026, 7:33 p.m. |
| NER | Named-entity recognition | batch_69abba345be48190a1895f388e7749e5 |
completed | March 7, 2026, 5:40 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae273ad87c8190a7b1407868692202 |
completed | March 9, 2026, 1:49 a.m. |
Created at: March 4, 2026, 7:41 p.m.