Triple
T89413
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Pioneer Valley |
E1797
|
entity |
| Predicate | contains |
P35
|
FINISHED |
| Object |
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.
|
E306424
|
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: Ludlow, Massachusetts | Statement: [Pioneer Valley, contains, Ludlow, Massachusetts]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ludlow, Massachusetts Context triple: [Pioneer Valley, contains, Ludlow, Massachusetts]
-
A.
Holyoke, Massachusetts
Holyoke, Massachusetts is a historic industrial city in western Massachusetts known for its early planned mill town design and significant role in the paper manufacturing industry.
-
B.
Lexington, Massachusetts
Lexington, Massachusetts is a historic New England town best known as the site where the first shots of the American Revolutionary War were fired at the Battle of Lexington in 1775.
-
C.
Westfield, Massachusetts
Westfield, Massachusetts is a small city in western Massachusetts known for its historic downtown, proximity to the Berkshires, and home to Westfield State University.
-
D.
Lynn, Massachusetts
Lynn, Massachusetts is a historic coastal city just north of Boston known for its industrial past, diverse population, and oceanfront parks.
-
E.
Hadley, Massachusetts
Hadley, Massachusetts is a small New England town in western Massachusetts known for its rich agricultural heritage, historic character, and location along the Connecticut River.
- 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: Ludlow, Massachusetts Triple: [Pioneer Valley, contains, Ludlow, Massachusetts]
Generated description
Ludlow, Massachusetts is a suburban town in western Massachusetts known for its strong Portuguese-American community, historic mills, and location just east of Springfield.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ludlow, Massachusetts Target entity description: Ludlow, Massachusetts is a suburban town in western Massachusetts known for its strong Portuguese-American community, historic mills, and location just east of Springfield.
-
A.
Holyoke, Massachusetts
Holyoke, Massachusetts is a historic industrial city in western Massachusetts known for its early planned mill town design and significant role in the paper manufacturing industry.
-
B.
Lexington, Massachusetts
Lexington, Massachusetts is a historic New England town best known as the site where the first shots of the American Revolutionary War were fired at the Battle of Lexington in 1775.
-
C.
Westfield, Massachusetts
Westfield, Massachusetts is a small city in western Massachusetts known for its historic downtown, proximity to the Berkshires, and home to Westfield State University.
-
D.
Lynn, Massachusetts
Lynn, Massachusetts is a historic coastal city just north of Boston known for its industrial past, diverse population, and oceanfront parks.
-
E.
Hadley, Massachusetts
Hadley, Massachusetts is a small New England town in western Massachusetts known for its rich agricultural heritage, historic character, and location along the Connecticut River.
- 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_69a24d1a97dc819094e6c021fe9b05a7 |
completed | Feb. 28, 2026, 2:04 a.m. |
| NER | Named-entity recognition | batch_69a383e3575c8190932dcdc25503d06e |
completed | March 1, 2026, 12:10 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b01ccc410c819094800b656937b61e |
completed | March 10, 2026, 1:29 p.m. |
| NEDg | Description generation | batch_69b020a6f0a48190b89b0f0f63b0a6ce |
completed | March 10, 2026, 1:46 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b0216e565c819095b849d072813029 |
completed | March 10, 2026, 1:49 p.m. |
Created at: Feb. 28, 2026, 2:07 a.m.