Triple
T15859590
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Massachusetts's 5th congressional district |
E384547
|
entity |
| Predicate | includes |
P1393
|
FINISHED |
| Object |
town of Ashland
The town of Ashland is a suburban community in eastern Massachusetts known for its residential neighborhoods, local parks, and proximity to the Greater Boston area.
|
E1180019
|
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 Ashland | Statement: [Massachusetts's 5th congressional district, includes, town of Ashland]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: town of Ashland Context triple: [Massachusetts's 5th congressional district, includes, town of Ashland]
-
A.
Ashland, Ohio
Ashland, Ohio is a small city in north-central Ohio known historically as a regional manufacturing and agricultural center and home to Ashland University.
-
B.
Borough of Ashland
The Borough of Ashland is a small incorporated municipality in Schuylkill County, Pennsylvania, known historically for its roots in the anthracite coal mining region.
-
C.
Ashland, Oregon
Ashland, Oregon is a small city in southern Oregon best known for its vibrant arts scene and the renowned Oregon Shakespeare Festival.
-
D.
Ashland, Kentucky
Ashland, Kentucky is a small industrial and riverfront city in northeastern Kentucky, known as part of the Huntington–Ashland metropolitan area along the Ohio River.
-
E.
Town of Ashland, New York
The Town of Ashland is a small rural municipality in Chemung County in New York State, known for its quiet residential character and location in the Southern Tier region.
- 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 Ashland Triple: [Massachusetts's 5th congressional district, includes, town of Ashland]
Generated description
The town of Ashland is a suburban community in eastern Massachusetts known for its residential neighborhoods, local parks, and proximity to the Greater Boston area.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: town of Ashland Target entity description: The town of Ashland is a suburban community in eastern Massachusetts known for its residential neighborhoods, local parks, and proximity to the Greater Boston area.
-
A.
Ashland, Ohio
Ashland, Ohio is a small city in north-central Ohio known historically as a regional manufacturing and agricultural center and home to Ashland University.
-
B.
Borough of Ashland
The Borough of Ashland is a small incorporated municipality in Schuylkill County, Pennsylvania, known historically for its roots in the anthracite coal mining region.
-
C.
Ashland, Oregon
Ashland, Oregon is a small city in southern Oregon best known for its vibrant arts scene and the renowned Oregon Shakespeare Festival.
-
D.
Ashland, Kentucky
Ashland, Kentucky is a small industrial and riverfront city in northeastern Kentucky, known as part of the Huntington–Ashland metropolitan area along the Ohio River.
-
E.
Town of Ashland, New York
The Town of Ashland is a small rural municipality in Chemung County in New York State, known for its quiet residential character and location in the Southern Tier region.
- 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_69d86da422088190aac39e32e6c68429 |
completed | April 10, 2026, 3:25 a.m. |
| NER | Named-entity recognition | batch_69e1555a1f008190bb3f03b0f35ed8a4 |
completed | April 16, 2026, 9:32 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ffa14da7ac8190bbef49a1602a76fe |
completed | May 9, 2026, 9:04 p.m. |
| NEDg | Description generation | batch_69ffa41b33cc819096553ee33b144d36 |
completed | May 9, 2026, 9:16 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ffa4a168108190b6edf41830aa4cd0 |
completed | May 9, 2026, 9:18 p.m. |
Created at: April 10, 2026, 4:50 a.m.