Triple
T4716560
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Amesbury, Massachusetts |
E104652
|
entity |
| Predicate | hasEducationalInstitution |
P113
|
FINISHED |
| Object |
Amesbury Middle School
Amesbury Middle School is a public middle school serving students in the city of Amesbury, Massachusetts.
|
E466512
|
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: Amesbury Middle School | Statement: [Amesbury, Massachusetts, hasEducationalInstitution, Amesbury Middle School]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Amesbury Middle School Context triple: [Amesbury, Massachusetts, hasEducationalInstitution, Amesbury Middle School]
-
A.
Amesbury High School
Amesbury High School is a public secondary school serving students in the small New England city of Amesbury, Massachusetts.
-
B.
Hampshire Middle School
Hampshire Middle School is a public middle school serving students in the village of Hampshire in northern Illinois.
-
C.
Stoneham Central Middle School
Stoneham Central Middle School is a public middle school serving students in the town of Stoneham, Massachusetts.
-
D.
Hampshire High School
Hampshire High School is a public secondary school serving students in the village of Hampshire and surrounding communities in Illinois.
-
E.
Marlborough High School
Marlborough High School is a public secondary school serving students in the city of Marlborough, 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: Amesbury Middle School Triple: [Amesbury, Massachusetts, hasEducationalInstitution, Amesbury Middle School]
Generated description
Amesbury Middle School is a public middle school serving students in the city of Amesbury, Massachusetts.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Amesbury Middle School Target entity description: Amesbury Middle School is a public middle school serving students in the city of Amesbury, Massachusetts.
-
A.
Amesbury High School
Amesbury High School is a public secondary school serving students in the small New England city of Amesbury, Massachusetts.
-
B.
Hampshire Middle School
Hampshire Middle School is a public middle school serving students in the village of Hampshire in northern Illinois.
-
C.
Stoneham Central Middle School
Stoneham Central Middle School is a public middle school serving students in the town of Stoneham, Massachusetts.
-
D.
Hampshire High School
Hampshire High School is a public secondary school serving students in the village of Hampshire and surrounding communities in Illinois.
-
E.
Marlborough High School
Marlborough High School is a public secondary school serving students in the city of Marlborough, 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_69bd43ec4a348190bc41afae43375e71 |
completed | March 20, 2026, 12:56 p.m. |
| NER | Named-entity recognition | batch_69bd640a32ec8190850146957885c3cf |
completed | March 20, 2026, 3:13 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69be39f7316c8190a6ecd65b707d3fbe |
completed | March 21, 2026, 6:25 a.m. |
| NEDg | Description generation | batch_69be3adc766c8190ae5cbe5be14b720a |
completed | March 21, 2026, 6:29 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69be3b645aac8190a6765f0679dd3735 |
completed | March 21, 2026, 6:32 a.m. |
Created at: March 20, 2026, 1:18 p.m.