Triple
T7804798
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Needham Public Schools |
E180520
|
entity |
| Predicate | hasSchool |
P113
|
FINISHED |
| Object |
Mitchell School
Mitchell School is a public elementary school in Needham, Massachusetts, serving young students within the Needham Public Schools district.
|
E698380
|
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: Mitchell School | Statement: [Needham Public Schools, hasSchool, Mitchell School]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Mitchell School Context triple: [Needham Public Schools, hasSchool, Mitchell School]
-
A.
George B. Weatherbee School
George B. Weatherbee School is a public elementary school serving students in the town of Hampden, Maine.
-
B.
Bement School
Bement School is a private coeducational day and boarding school for elementary and middle school students located in Deerfield, Massachusetts.
-
C.
L.D. Batchelder School
L.D. Batchelder School is a public elementary school serving early-grade students in the town of North Reading, Massachusetts.
-
D.
South School
South School is a public elementary school serving early-grade students in the New Canaan, Connecticut community.
-
E.
South School
South School is a public elementary school serving young students in the town of Stoneham, Massachusetts.
- 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: Mitchell School Triple: [Needham Public Schools, hasSchool, Mitchell School]
Generated description
Mitchell School is a public elementary school in Needham, Massachusetts, serving young students within the Needham Public Schools district.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Mitchell School Target entity description: Mitchell School is a public elementary school in Needham, Massachusetts, serving young students within the Needham Public Schools district.
-
A.
George B. Weatherbee School
George B. Weatherbee School is a public elementary school serving students in the town of Hampden, Maine.
-
B.
Bement School
Bement School is a private coeducational day and boarding school for elementary and middle school students located in Deerfield, Massachusetts.
-
C.
L.D. Batchelder School
L.D. Batchelder School is a public elementary school serving early-grade students in the town of North Reading, Massachusetts.
-
D.
South School
South School is a public elementary school serving early-grade students in the New Canaan, Connecticut community.
-
E.
South School
South School is a public elementary school serving young students in the town of Stoneham, Massachusetts.
- 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_69ca827e50cc8190a92a733577184938 |
completed | March 30, 2026, 2:02 p.m. |
| NER | Named-entity recognition | batch_69caf636def8819084117fababac06b2 |
completed | March 30, 2026, 10:16 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cb5a3bd2e481908e3d3906755b5b7a |
completed | March 31, 2026, 5:23 a.m. |
| NEDg | Description generation | batch_69cb5f1afe0c8190916c7a9b2eab9270 |
completed | March 31, 2026, 5:43 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69cb764973f88190964f91ee7e3fdc06 |
completed | March 31, 2026, 7:22 a.m. |
Created at: March 30, 2026, 4:34 p.m.