Triple
T9591726
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Massachusetts CZM |
E231434
|
entity |
| Predicate | focusArea |
P3
|
FINISHED |
| Object | Massachusetts coastal communities |
E50109
|
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 coastal communities | Statement: [Massachusetts CZM, focusArea, Massachusetts coastal communities]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Massachusetts coastal communities Context triple: [Massachusetts CZM, focusArea, Massachusetts coastal communities]
-
A.
Cape Cod communities
Cape Cod communities are the towns and villages on Massachusetts’ Cape Cod peninsula, known for their coastal New England character, tourism-driven economies, and historic maritime culture.
-
B.
Massachusetts coastline
chosen
The Massachusetts coastline is a diverse and scenic Atlantic shore known for its sandy beaches, rocky headlands, historic maritime towns, and rich fishing and shipping heritage.
-
C.
New England coastline
The New England coastline is a rugged, scenic stretch of the northeastern United States along the Atlantic Ocean, known for its rocky shores, historic fishing villages, lighthouses, and maritime heritage.
-
D.
Southeastern Massachusetts
Southeastern Massachusetts is a region of the U.S. state of Massachusetts that encompasses communities south and east of Boston, including parts of Plymouth and Bristol counties and serving as a gateway to Cape Cod.
-
E.
Southwestern Massachusetts
Southwestern Massachusetts is a largely rural, hilly region of the state that includes parts of the Berkshires and small towns like New Marlborough.
- 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_69ca8482884481908eccdfdf64d6fbf7 |
completed | March 30, 2026, 2:11 p.m. |
| NER | Named-entity recognition | batch_69cd9a10b85881908bfc783dcb7170aa |
completed | April 1, 2026, 10:20 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d1618dfb688190bddd93c51bb6df41 |
completed | April 4, 2026, 7:07 p.m. |
Created at: March 30, 2026, 8:06 p.m.