Triple
T13468761
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Middleborough, Massachusetts |
E311573
|
entity |
| Predicate | hasEducationalInstitution |
P113
|
FINISHED |
| Object |
Middleborough High School
Middleborough High School is a public secondary school serving students in grades 9–12 in the town of Middleborough, Massachusetts.
|
E1042707
|
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: Middleborough High School | Statement: [Middleborough, Massachusetts, hasEducationalInstitution, Middleborough High School]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Middleborough High School Context triple: [Middleborough, Massachusetts, hasEducationalInstitution, Middleborough High School]
-
A.
Duxbury High School
Duxbury High School is a public secondary school serving students in the coastal town of Duxbury, Massachusetts.
-
B.
Marlborough High School
Marlborough High School is a public secondary school serving students in the city of Marlborough, Massachusetts.
-
C.
Longmeadow High School
Longmeadow High School is a public secondary school serving students in the suburban community of Longmeadow, Massachusetts.
-
D.
Marblehead High School
Marblehead High School is the public secondary school serving students in grades 9–12 in the coastal town of Marblehead, Massachusetts.
-
E.
Stoneham High School
Stoneham High School is a public secondary school serving 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: Middleborough High School Triple: [Middleborough, Massachusetts, hasEducationalInstitution, Middleborough High School]
Generated description
Middleborough High School is a public secondary school serving students in grades 9–12 in the town of Middleborough, Massachusetts.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Middleborough High School Target entity description: Middleborough High School is a public secondary school serving students in grades 9–12 in the town of Middleborough, Massachusetts.
-
A.
Duxbury High School
Duxbury High School is a public secondary school serving students in the coastal town of Duxbury, Massachusetts.
-
B.
Marlborough High School
Marlborough High School is a public secondary school serving students in the city of Marlborough, Massachusetts.
-
C.
Longmeadow High School
Longmeadow High School is a public secondary school serving students in the suburban community of Longmeadow, Massachusetts.
-
D.
Marblehead High School
Marblehead High School is the public secondary school serving students in grades 9–12 in the coastal town of Marblehead, Massachusetts.
-
E.
Stoneham High School
Stoneham High School is a public secondary school serving 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_69d806a938b8819097ec43a2229fc7f9 |
completed | April 9, 2026, 8:06 p.m. |
| NER | Named-entity recognition | batch_69dbaf21e46081908a00c9acf54f270f |
completed | April 12, 2026, 2:41 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f74629f1408190b54194fe794be39a |
completed | May 3, 2026, 12:57 p.m. |
| NEDg | Description generation | batch_69f7493168a481908f99283914b39db5 |
completed | May 3, 2026, 1:10 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f7499aa5ac8190a93afda115694795 |
completed | May 3, 2026, 1:11 p.m. |
Created at: April 9, 2026, 9:42 p.m.