Triple
T6042048
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Lynnfield Public Schools |
E134568
|
entity |
| Predicate | hasMiddleSchool |
P113
|
FINISHED |
| Object |
Lynnfield Middle School
Lynnfield Middle School is a public middle school serving students in the town of Lynnfield, Massachusetts, as part of the Lynnfield Public Schools district.
|
E572143
|
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: Lynnfield Middle School | Statement: [Lynnfield Public Schools, hasMiddleSchool, Lynnfield Middle School]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Lynnfield Middle School Context triple: [Lynnfield Public Schools, hasMiddleSchool, Lynnfield Middle School]
-
A.
Lynnfield High School
Lynnfield High School is a public secondary school serving students in grades 9–12 in the town of Lynnfield, Massachusetts.
-
B.
Lynnfield Public Schools
Lynnfield Public Schools is the public school district serving students in the town of Lynnfield, Massachusetts.
-
C.
Stoneham Central Middle School
Stoneham Central Middle School is a public middle school serving students in the town of Stoneham, Massachusetts.
-
D.
Oak Hill Middle School
Oak Hill Middle School is a public middle school in Newton, Massachusetts, serving students in grades 6–8 as part of the Newton Public Schools district.
-
E.
Longfellow Middle School
Longfellow Middle School is a public middle school in Berkeley, California, serving students in the South Berkeley neighborhood.
- 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: Lynnfield Middle School Triple: [Lynnfield Public Schools, hasMiddleSchool, Lynnfield Middle School]
Generated description
Lynnfield Middle School is a public middle school serving students in the town of Lynnfield, Massachusetts, as part of the Lynnfield Public Schools district.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Lynnfield Middle School Target entity description: Lynnfield Middle School is a public middle school serving students in the town of Lynnfield, Massachusetts, as part of the Lynnfield Public Schools district.
-
A.
Lynnfield High School
Lynnfield High School is a public secondary school serving students in grades 9–12 in the town of Lynnfield, Massachusetts.
-
B.
Lynnfield Public Schools
Lynnfield Public Schools is the public school district serving students in the town of Lynnfield, Massachusetts.
-
C.
Stoneham Central Middle School
Stoneham Central Middle School is a public middle school serving students in the town of Stoneham, Massachusetts.
-
D.
Oak Hill Middle School
Oak Hill Middle School is a public middle school in Newton, Massachusetts, serving students in grades 6–8 as part of the Newton Public Schools district.
-
E.
Longfellow Middle School
Longfellow Middle School is a public middle school in Berkeley, California, serving students in the South Berkeley neighborhood.
- 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_69c00875db5c819099dd5bb833ec43c2 |
completed | March 22, 2026, 3:19 p.m. |
| NER | Named-entity recognition | batch_69c056d11370819096ac35349bd91f4e |
completed | March 22, 2026, 8:53 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c1357027388190beef9b9d9f5e37f6 |
completed | March 23, 2026, 12:43 p.m. |
| NEDg | Description generation | batch_69c13a4e7ed8819089fdaa845a0114a8 |
completed | March 23, 2026, 1:04 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c13ac16d488190a6029c8f6aae0663 |
completed | March 23, 2026, 1:06 p.m. |
Created at: March 22, 2026, 4:08 p.m.