Triple
T2965404
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Town of Littleton, Massachusetts |
E80148
|
entity |
| Predicate | hasMiddleSchool |
P113
|
FINISHED |
| Object |
Littleton Middle School
Littleton Middle School is the public middle school serving students in grades 6–8 in the town of Littleton, Massachusetts.
|
E319247
|
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: [Town of 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: [Town of Littleton, Massachusetts, hasMiddleSchool, Littleton Middle School]
-
A.
Littleton High School
Littleton High School is the public secondary school serving students in the town of Littleton, Massachusetts.
-
B.
Littleton Public Schools
Littleton Public Schools is a public school district serving the town of Littleton, Massachusetts, overseeing multiple schools from elementary through high school.
-
C.
Stone Middle School
Stone Middle School is a public middle school serving students in the Centreville area.
-
D.
Linwood Middle School
Linwood Middle School is a public middle school serving students in grades 6–8 in North Brunswick Township, New Jersey.
-
E.
Oak Middle School
Oak Middle School is a public middle school serving students in the town of Shrewsbury, 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: Littleton Middle School Triple: [Town of Littleton, Massachusetts, hasMiddleSchool, Littleton Middle School]
Generated description
Littleton Middle School is the 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 the public middle school serving students in grades 6–8 in the town of Littleton, Massachusetts.
-
A.
Littleton High School
Littleton High School is the public secondary school serving students in the town of Littleton, Massachusetts.
-
B.
Littleton Public Schools
Littleton Public Schools is a public school district serving the town of Littleton, Massachusetts, overseeing multiple schools from elementary through high school.
-
C.
Stone Middle School
Stone Middle School is a public middle school serving students in the Centreville area.
-
D.
Linwood Middle School
Linwood Middle School is a public middle school serving students in grades 6–8 in North Brunswick Township, New Jersey.
-
E.
Oak Middle School
Oak Middle School is a public middle school serving students in the town of Shrewsbury, 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_69ad8b1341848190bd19dbf46892887d |
completed | March 8, 2026, 2:43 p.m. |
| NER | Named-entity recognition | batch_69ad995a28e88190a4d6b9ef2c0d8e61 |
completed | March 8, 2026, 3:44 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b12e229afc8190ae634dbfb3ac4313 |
completed | March 11, 2026, 8:56 a.m. |
| NEDg | Description generation | batch_69b12ed522148190b25ad1de42b1604d |
completed | March 11, 2026, 8:59 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b1d65c9550819081e8734cece6ff13 |
completed | March 11, 2026, 8:53 p.m. |
Created at: March 8, 2026, 2:58 p.m.