Triple
T1596003
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Echo Lake, Hopkinton, Massachusetts |
E34283
|
entity |
| Predicate | locatedNear |
P294
|
FINISHED |
| Object | Ashland, Massachusetts |
E91850
|
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: Ashland, Massachusetts | Statement: [Echo Lake, Hopkinton, Massachusetts, locatedNear, Ashland, Massachusetts]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ashland, Massachusetts Context triple: [Echo Lake, Hopkinton, Massachusetts, locatedNear, Ashland, Massachusetts]
-
A.
Ashland, Massachusetts
chosen
Ashland, Massachusetts is a suburban New England town located between Boston and Worcester, known for its residential character, local parks, and role as a former starting point of the Boston Marathon.
-
B.
Carlisle, Massachusetts
Carlisle, Massachusetts is a small, affluent, and largely rural residential town in northeastern Massachusetts known for its conservation land and strong community character.
-
C.
Belchertown, Massachusetts
Belchertown, Massachusetts is a rural-suburban town in western Massachusetts known for its scenic landscapes, historic town center, and proximity to the Five College area.
-
D.
Ludlow, Massachusetts
Ludlow, Massachusetts is a suburban town in western Massachusetts known for its strong Portuguese-American community, historic mills, and location just east of Springfield.
-
E.
Sagamore, Massachusetts
Sagamore, Massachusetts is a village in the town of Bourne on Cape Cod, known as a key gateway to the Cape due to its position at the Cape Cod Canal.
- 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_69a885fdcb9c819081ce6f0b8cd477dd |
completed | March 4, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69a9092ccb388190b2f3ed86b3853651 |
completed | March 5, 2026, 4:40 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b4f00348bc819090bdcc17f8b77c7f |
completed | March 14, 2026, 5:20 a.m. |
Created at: March 4, 2026, 7:27 p.m.