Triple
T1180185
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Lynnfield |
E25116
|
entity |
| Predicate | borders |
P224
|
FINISHED |
| Object |
North Reading
North Reading is a suburban town in Middlesex County, Massachusetts, known for its residential character, schools, and proximity to the Boston metropolitan area.
|
E158275
|
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: North Reading | Statement: [Lynnfield, borders, North Reading]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: North Reading Context triple: [Lynnfield, borders, North Reading]
-
A.
Newtonville
Newtonville is a residential and commercial village within the city of Newton, Massachusetts, known for its commuter rail access and small-town center.
-
B.
Southborough
Southborough is a small town in Kent, England, situated between Tunbridge Wells and Tonbridge and known for its residential character and green spaces.
-
C.
West Newton
West Newton is a small village in Norfolk, England, known for its rural character and proximity to the royal Sandringham Estate.
-
D.
West Newton
West Newton is a residential village and historic neighborhood within the city of Newton, Massachusetts.
-
E.
Newton North
Newton North is a public high school located in Newton, Massachusetts, known for its strong academics and extensive extracurricular programs.
- 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: North Reading Triple: [Lynnfield, borders, North Reading]
Generated description
North Reading is a suburban town in Middlesex County, Massachusetts, known for its residential character, schools, and proximity to the Boston metropolitan area.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: North Reading Target entity description: North Reading is a suburban town in Middlesex County, Massachusetts, known for its residential character, schools, and proximity to the Boston metropolitan area.
-
A.
Newtonville
Newtonville is a residential and commercial village within the city of Newton, Massachusetts, known for its commuter rail access and small-town center.
-
B.
Southborough
Southborough is a small town in Kent, England, situated between Tunbridge Wells and Tonbridge and known for its residential character and green spaces.
-
C.
West Newton
West Newton is a small village in Norfolk, England, known for its rural character and proximity to the royal Sandringham Estate.
-
D.
West Newton
West Newton is a residential village and historic neighborhood within the city of Newton, Massachusetts.
-
E.
Newton North
Newton North is a public high school located in Newton, Massachusetts, known for its strong academics and extensive extracurricular programs.
- 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_69acd46d2f748190997c662f7c29e990 |
completed | March 8, 2026, 1:44 a.m. |
| NEDg | Description generation | batch_69acd6a03b70819096bdf7ec3b447756 |
completed | March 8, 2026, 1:53 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69acd71971448190940136b8a44040be |
completed | March 8, 2026, 1:55 a.m. |
Created at: March 1, 2026, 7:45 p.m.