Triple
T20261491
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Massachusetts Route 31 |
E498848
|
entity |
| Predicate | passesThrough |
P225
|
FINISHED |
| Object |
Town of Fitchburg, Massachusetts
The Town of Fitchburg, Massachusetts is a small municipality in Worcester County known for its historic mill heritage, hilly terrain, and proximity to the city of Fitchburg.
|
E1420160
|
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: Town of Fitchburg, Massachusetts | Statement: [Massachusetts Route 31, passesThrough, Town of Fitchburg, Massachusetts]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Town of Fitchburg, Massachusetts Context triple: [Massachusetts Route 31, passesThrough, Town of Fitchburg, Massachusetts]
-
A.
Town of Burlington, Massachusetts
The Town of Burlington, Massachusetts is a suburban community northwest of Boston known for its mix of residential neighborhoods, retail centers, and technology-driven commercial development.
-
B.
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.
-
C.
Shrewsbury, Massachusetts
Shrewsbury, Massachusetts is a suburban town in Worcester County known for its strong public schools, residential neighborhoods, and proximity to the city of Worcester.
-
D.
Boxford, Massachusetts
Boxford, Massachusetts is a small, rural residential town in northeastern Massachusetts known for its wooded landscapes, conservation land, and historic New England character.
-
E.
Centerville, Massachusetts
Centerville, Massachusetts is a coastal village in the town of Barnstable on Cape Cod, known for its beaches, historic charm, and small harbor.
- 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: Town of Fitchburg, Massachusetts Triple: [Massachusetts Route 31, passesThrough, Town of Fitchburg, Massachusetts]
Generated description
The Town of Fitchburg, Massachusetts is a small municipality in Worcester County known for its historic mill heritage, hilly terrain, and proximity to the city of Fitchburg.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Town of Fitchburg, Massachusetts Target entity description: The Town of Fitchburg, Massachusetts is a small municipality in Worcester County known for its historic mill heritage, hilly terrain, and proximity to the city of Fitchburg.
-
A.
Town of Burlington, Massachusetts
The Town of Burlington, Massachusetts is a suburban community northwest of Boston known for its mix of residential neighborhoods, retail centers, and technology-driven commercial development.
-
B.
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.
-
C.
Shrewsbury, Massachusetts
Shrewsbury, Massachusetts is a suburban town in Worcester County known for its strong public schools, residential neighborhoods, and proximity to the city of Worcester.
-
D.
Boxford, Massachusetts
Boxford, Massachusetts is a small, rural residential town in northeastern Massachusetts known for its wooded landscapes, conservation land, and historic New England character.
-
E.
Centerville, Massachusetts
Centerville, Massachusetts is a coastal village in the town of Barnstable on Cape Cod, known for its beaches, historic charm, and small harbor.
- 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_69da6275fa6c8190952924930adee150 |
completed | April 11, 2026, 3:02 p.m. |
| NER | Named-entity recognition | batch_69e674ca77c081909cd2f44ccfe3662d |
completed | April 20, 2026, 6:47 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a08552e62a08190af0bf7605bc6b6b7 |
completed | May 16, 2026, 11:29 a.m. |
| NEDg | Description generation | batch_6a0855ea027481908eebd5cff8ac97fb |
completed | May 16, 2026, 11:32 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a08568fa1748190b4e2c21fc3ec0b63 |
completed | May 16, 2026, 11:35 a.m. |
Created at: April 11, 2026, 11:41 p.m.