Triple
T8437794
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Swansea, Massachusetts |
E199271
|
entity |
| Predicate | schoolDistrict |
P226
|
FINISHED |
| Object |
Swansea Public Schools
Swansea Public Schools is the public school district that serves students in the town of Swansea, Massachusetts.
|
E733381
|
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: Swansea Public Schools | Statement: [Swansea, Massachusetts, schoolDistrict, Swansea Public Schools]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Swansea Public Schools Context triple: [Swansea, Massachusetts, schoolDistrict, Swansea Public Schools]
-
A.
South School
South School is a public elementary school serving young students in the town of Stoneham, Massachusetts.
-
B.
South School
South School is a public elementary school serving early-grade students in the New Canaan, Connecticut community.
-
C.
Leehurst Swan School
Leehurst Swan School is an independent co-educational day school in Salisbury, England, providing education from early years through senior levels.
-
D.
Pembroke Public Schools
Pembroke Public Schools is the public school district that serves students in the town of Pembroke, Massachusetts.
-
E.
Westtown School
Westtown School is a historic Quaker coeducational boarding and day school in West Chester, Pennsylvania, known for its rigorous academics and emphasis on social responsibility.
- 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: Swansea Public Schools Triple: [Swansea, Massachusetts, schoolDistrict, Swansea Public Schools]
Generated description
Swansea Public Schools is the public school district that serves students in the town of Swansea, Massachusetts.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Swansea Public Schools Target entity description: Swansea Public Schools is the public school district that serves students in the town of Swansea, Massachusetts.
-
A.
South School
South School is a public elementary school serving young students in the town of Stoneham, Massachusetts.
-
B.
South School
South School is a public elementary school serving early-grade students in the New Canaan, Connecticut community.
-
C.
Leehurst Swan School
Leehurst Swan School is an independent co-educational day school in Salisbury, England, providing education from early years through senior levels.
-
D.
Pembroke Public Schools
Pembroke Public Schools is the public school district that serves students in the town of Pembroke, Massachusetts.
-
E.
Westtown School
Westtown School is a historic Quaker coeducational boarding and day school in West Chester, Pennsylvania, known for its rigorous academics and emphasis on social responsibility.
- 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_69ca8314cd6c8190a6b8c2a1096e18f3 |
completed | March 30, 2026, 2:05 p.m. |
| NER | Named-entity recognition | batch_69cbe13446788190ad52a4fd6e8b498a |
completed | March 31, 2026, 2:59 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ce1d87403c8190b979af4979e43517 |
completed | April 2, 2026, 7:40 a.m. |
| NEDg | Description generation | batch_69ce1f12e1a081909d28b06c520353ef |
completed | April 2, 2026, 7:47 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ce1fb498448190a2737b8895f6bb48 |
completed | April 2, 2026, 7:50 a.m. |
Created at: March 30, 2026, 6:08 p.m.