Triple
T5743826
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Northampton, Massachusetts |
E126678
|
entity |
| Predicate | hasEducationalInstitution |
P113
|
FINISHED |
| Object |
Northampton High School
Northampton High School is a public secondary school serving students in the city of Northampton, Massachusetts.
|
E546022
|
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: Northampton High School | Statement: [Northampton, Massachusetts, hasEducationalInstitution, Northampton High School]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Northampton High School Context triple: [Northampton, Massachusetts, hasEducationalInstitution, Northampton High School]
-
A.
Hampshire High School
Hampshire High School is a public secondary school serving students in the village of Hampshire and surrounding communities in Illinois.
-
B.
Northampton Academy
Northampton Academy was an 18th-century English dissenting academy that provided higher education and ministerial training outside the established Anglican university system.
-
C.
Middlesex High School
Middlesex High School is a public secondary school serving students in grades 9–12 in Middlesex Borough, New Jersey.
-
D.
Hampshire Middle School
Hampshire Middle School is a public middle school serving students in the village of Hampshire in northern Illinois.
-
E.
Hampton High
Hampton High is a secondary school serving the community of Hampton, providing education for students in their teenage years.
- 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: Northampton High School Triple: [Northampton, Massachusetts, hasEducationalInstitution, Northampton High School]
Generated description
Northampton High School is a public secondary school serving students in the city of Northampton, Massachusetts.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Northampton High School Target entity description: Northampton High School is a public secondary school serving students in the city of Northampton, Massachusetts.
-
A.
Hampshire High School
Hampshire High School is a public secondary school serving students in the village of Hampshire and surrounding communities in Illinois.
-
B.
Northampton Academy
Northampton Academy was an 18th-century English dissenting academy that provided higher education and ministerial training outside the established Anglican university system.
-
C.
Middlesex High School
Middlesex High School is a public secondary school serving students in grades 9–12 in Middlesex Borough, New Jersey.
-
D.
Hampshire Middle School
Hampshire Middle School is a public middle school serving students in the village of Hampshire in northern Illinois.
-
E.
Hampton High
Hampton High is a secondary school serving the community of Hampton, providing education for students in their teenage years.
- 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_69c0083179548190b384b0bf3c08ca4d |
completed | March 22, 2026, 3:18 p.m. |
| NER | Named-entity recognition | batch_69c02586b25c819083c409ce324268cc |
completed | March 22, 2026, 5:23 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c07e2196e08190a38e1c6871e71acd |
completed | March 22, 2026, 11:41 p.m. |
| NEDg | Description generation | batch_69c088eaf20c8190a8ed785ebab047af |
completed | March 23, 2026, 12:27 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c08945dd48819096453dc14fda13d0 |
completed | March 23, 2026, 12:28 a.m. |
Created at: March 22, 2026, 3:48 p.m.