Triple
T1180186
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Lynnfield |
E25116
|
entity |
| Predicate | borders |
P224
|
FINISHED |
| Object |
Saugus
Saugus is a suburban town in Essex County, Massachusetts, known for its historic Saugus Iron Works and its location just north of Boston.
|
E147425
|
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: Saugus | Statement: [Lynnfield, borders, Saugus]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Saugus Context triple: [Lynnfield, borders, Saugus]
-
A.
Wadsworth
Wadsworth is a small unincorporated community in Nevada known for its location along the Truckee River and its historical ties to the transcontinental railroad.
-
B.
Witham
Witham is a town in the county of Essex, England, known as a residential and commuter community between Chelmsford and Colchester.
-
C.
Groveland
Groveland is a small unincorporated community in California’s Sierra Nevada foothills, known as a gateway town for visitors traveling to Yosemite National Park.
-
D.
Hughson
Hughson is a small agricultural city located in California’s Central Valley.
-
E.
Fair Oaks
Fair Oaks is a suburban community in Northern Virginia known for its residential neighborhoods, shopping centers, and proximity to major Washington, D.C. commuter routes.
- 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: Saugus Triple: [Lynnfield, borders, Saugus]
Generated description
Saugus is a suburban town in Essex County, Massachusetts, known for its historic Saugus Iron Works and its location just north of Boston.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Saugus Target entity description: Saugus is a suburban town in Essex County, Massachusetts, known for its historic Saugus Iron Works and its location just north of Boston.
-
A.
Wadsworth
Wadsworth is a small unincorporated community in Nevada known for its location along the Truckee River and its historical ties to the transcontinental railroad.
-
B.
Witham
Witham is a town in the county of Essex, England, known as a residential and commuter community between Chelmsford and Colchester.
-
C.
Groveland
Groveland is a small unincorporated community in California’s Sierra Nevada foothills, known as a gateway town for visitors traveling to Yosemite National Park.
-
D.
Hughson
Hughson is a small agricultural city located in California’s Central Valley.
-
E.
Fair Oaks
Fair Oaks is a suburban community in Northern Virginia known for its residential neighborhoods, shopping centers, and proximity to major Washington, D.C. commuter routes.
- 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_69a494267b4c819088c97a59182bf56a |
completed | March 1, 2026, 7:31 p.m. |
| NER | Named-entity recognition | batch_69a4bd32c5f48190b4e2d39fa052cbb7 |
completed | March 1, 2026, 10:26 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69acacaf11588190b0bbc1d280bf9a78 |
completed | March 7, 2026, 10:54 p.m. |
| NEDg | Description generation | batch_69acad0b6a20819091cfc47b00a81930 |
completed | March 7, 2026, 10:56 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69acada08c248190904b0934a1e4074a |
completed | March 7, 2026, 10:58 p.m. |
Created at: March 1, 2026, 7:45 p.m.