Triple
T12372983
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Acton, Massachusetts |
E295048
|
entity |
| Predicate | borderedBy |
P224
|
FINISHED |
| Object |
Maynard, Massachusetts
Maynard, Massachusetts is a small New England town in Middlesex County known for its historic mill complex and role in the region’s early industrial and high-tech development.
|
E1342036
|
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: Maynard, Massachusetts | Statement: [Acton, Massachusetts, borderedBy, Maynard, Massachusetts]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Maynard, Massachusetts Context triple: [Acton, Massachusetts, borderedBy, Maynard, Massachusetts]
-
A.
Townsend, Massachusetts
Townsend, Massachusetts is a small rural town in northern Middlesex County known for its historic New England character, conservation lands, and location along the Squannacook River near the New Hampshire border.
-
B.
Webster, Massachusetts
Webster, Massachusetts is a small town in southern Worcester County known for its historic mill industry and the nearby Lake Chargoggagoggmanchauggagoggchaubunagungamaugg.
-
C.
Paxton, Massachusetts
Paxton, Massachusetts is a small residential town in Worcester County known for its rural character and proximity to the city of Worcester.
-
D.
Hardwick, Massachusetts
Hardwick, Massachusetts is a small rural town in Worcester County known for its historic New England character, agricultural heritage, and scenic countryside.
-
E.
Brewster, Massachusetts
Brewster, Massachusetts is a historic seaside town on Cape Cod known for its bay beaches, conservation lands, and classic New England charm.
- 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: Maynard, Massachusetts Triple: [Acton, Massachusetts, borderedBy, Maynard, Massachusetts]
Generated description
Maynard, Massachusetts is a small New England town in Middlesex County known for its historic mill complex and role in the region’s early industrial and high-tech development.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Maynard, Massachusetts Target entity description: Maynard, Massachusetts is a small New England town in Middlesex County known for its historic mill complex and role in the region’s early industrial and high-tech development.
-
A.
Townsend, Massachusetts
Townsend, Massachusetts is a small rural town in northern Middlesex County known for its historic New England character, conservation lands, and location along the Squannacook River near the New Hampshire border.
-
B.
Webster, Massachusetts
Webster, Massachusetts is a small town in southern Worcester County known for its historic mill industry and the nearby Lake Chargoggagoggmanchauggagoggchaubunagungamaugg.
-
C.
Paxton, Massachusetts
Paxton, Massachusetts is a small residential town in Worcester County known for its rural character and proximity to the city of Worcester.
-
D.
Hardwick, Massachusetts
Hardwick, Massachusetts is a small rural town in Worcester County known for its historic New England character, agricultural heritage, and scenic countryside.
-
E.
Brewster, Massachusetts
Brewster, Massachusetts is a historic seaside town on Cape Cod known for its bay beaches, conservation lands, and classic New England charm.
- F. None of above. chosen
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_69d6ab6d8a4081908636601e69ddf262 |
completed | April 8, 2026, 7:24 p.m. |
| NER | Named-entity recognition | batch_69d93fa7c9ec81908c685612994543e3 |
completed | April 10, 2026, 6:21 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a053d1cfe348190a2a2000e7c0d4e17 |
completed | May 14, 2026, 3:10 a.m. |
| NEDg | Description generation | batch_6a0540461468819081446dff4ffab68d |
completed | May 14, 2026, 3:23 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0540b0c7208190901aceb4ceb842e5 |
completed | May 14, 2026, 3:25 a.m. |
Created at: April 8, 2026, 9:54 p.m.