Triple
T142303
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Littleton, Massachusetts |
E2879
|
entity |
| Predicate | hasMiddleSchool |
P113
|
FINISHED |
| Object |
Littleton Middle School
Littleton Middle School is a public middle school serving students in grades 6–8 in the town of Littleton, Massachusetts.
|
E16711
|
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: Littleton Middle School | Statement: [Littleton, Massachusetts, hasMiddleSchool, Littleton Middle School]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Littleton Middle School Context triple: [Littleton, Massachusetts, hasMiddleSchool, Littleton Middle School]
-
A.
Belmont High School
Belmont High School is a public secondary school serving students in the suburban community of Belmont, Massachusetts.
-
B.
Homestead High School
Homestead High School is a public high school in Cupertino, California, best known for being the alma mater of Apple co-founder Steve Jobs and other notable Silicon Valley figures.
-
C.
Newton South High School
Newton South High School is a public secondary school in Newton, Massachusetts, known for its strong academics, diverse student body, and extensive extracurricular offerings.
-
D.
Littleton Public Schools (Massachusetts)
Littleton Public Schools (Massachusetts) is the public school district that serves students in the town of Littleton, Massachusetts, providing K–12 education through its local schools.
-
E.
Newton Public Schools
Newton Public Schools is the public school district serving the city of Newton, Massachusetts, known for its strong academic performance and well-regarded schools.
- 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: Littleton Middle School Triple: [Littleton, Massachusetts, hasMiddleSchool, Littleton Middle School]
Generated description
Littleton Middle School is a public middle school serving students in grades 6–8 in the town of Littleton, Massachusetts.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Littleton Middle School Target entity description: Littleton Middle School is a public middle school serving students in grades 6–8 in the town of Littleton, Massachusetts.
-
A.
Belmont High School
Belmont High School is a public secondary school serving students in the suburban community of Belmont, Massachusetts.
-
B.
Homestead High School
Homestead High School is a public high school in Cupertino, California, best known for being the alma mater of Apple co-founder Steve Jobs and other notable Silicon Valley figures.
-
C.
Newton South High School
Newton South High School is a public secondary school in Newton, Massachusetts, known for its strong academics, diverse student body, and extensive extracurricular offerings.
-
D.
Littleton Public Schools (Massachusetts)
chosen
Littleton Public Schools (Massachusetts) is the public school district that serves students in the town of Littleton, Massachusetts, providing K–12 education through its local schools.
-
E.
Newton Public Schools
Newton Public Schools is the public school district serving the city of Newton, Massachusetts, known for its strong academic performance and well-regarded schools.
- F. None of above.
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_69a2521e35c08190b28e5c9f1e3c9b59 |
completed | Feb. 28, 2026, 2:25 a.m. |
| NER | Named-entity recognition | batch_69a257c9cab8819095e8d9fa32c1fbc6 |
completed | Feb. 28, 2026, 2:49 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a2fd00c6b88190b5fc1180632cdb25 |
completed | Feb. 28, 2026, 2:34 p.m. |
| NEDg | Description generation | batch_69a2fdbc1edc8190b0647c4cbdabd03b |
completed | Feb. 28, 2026, 2:37 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69a2fe3550d48190b965018ed4e577a9 |
completed | Feb. 28, 2026, 2:39 p.m. |
Created at: Feb. 28, 2026, 2:31 a.m.