Triple
T1052269
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Chelsea, Alabama |
E22724
|
entity |
| Predicate | hasMiddleSchool |
P113
|
FINISHED |
| Object |
Chelsea Middle School
Chelsea Middle School is a public middle school serving students in the Chelsea community of Shelby County, Alabama.
|
E121097
|
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: Chelsea Middle School | Statement: [Chelsea, Alabama, hasMiddleSchool, Chelsea Middle School]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Chelsea Middle School Context triple: [Chelsea, Alabama, hasMiddleSchool, Chelsea Middle School]
-
A.
Oak Hill Middle School
Oak Hill Middle School is a public middle school in Newton, Massachusetts, serving students in grades 6–8 as part of the Newton Public Schools district.
-
B.
Oldfield Middle School
Oldfield Middle School is a public middle school serving students in the Harborfields Central School District in New York.
-
C.
Diamond Middle School
Diamond Middle School is a public middle school in Lexington, Massachusetts, serving students in the Lexington Public Schools district.
-
D.
Brown Middle School
Brown Middle School is a public middle school located in Newton, Massachusetts, serving students in the Newton Public Schools district.
-
E.
Bigelow Middle School
Bigelow Middle School is a public middle school in Newton, Massachusetts, serving students in the Newton Public Schools district.
- 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: Chelsea Middle School Triple: [Chelsea, Alabama, hasMiddleSchool, Chelsea Middle School]
Generated description
Chelsea Middle School is a public middle school serving students in the Chelsea community of Shelby County, Alabama.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Chelsea Middle School Target entity description: Chelsea Middle School is a public middle school serving students in the Chelsea community of Shelby County, Alabama.
-
A.
Oak Hill Middle School
Oak Hill Middle School is a public middle school in Newton, Massachusetts, serving students in grades 6–8 as part of the Newton Public Schools district.
-
B.
Oldfield Middle School
Oldfield Middle School is a public middle school serving students in the Harborfields Central School District in New York.
-
C.
Diamond Middle School
Diamond Middle School is a public middle school in Lexington, Massachusetts, serving students in the Lexington Public Schools district.
-
D.
Brown Middle School
Brown Middle School is a public middle school located in Newton, Massachusetts, serving students in the Newton Public Schools district.
-
E.
Bigelow Middle School
Bigelow Middle School is a public middle school in Newton, Massachusetts, serving students in the Newton Public Schools district.
- 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_69a493da02e081908c13ff5e02a0fe7a |
completed | March 1, 2026, 7:30 p.m. |
| NER | Named-entity recognition | batch_69a4b8b5312081909796df58fa7c1e9d |
completed | March 1, 2026, 10:07 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ac3bcf04448190af136ca4f037547b |
completed | March 7, 2026, 2:53 p.m. |
| NEDg | Description generation | batch_69ac3c9a92008190a6336626faed36bd |
completed | March 7, 2026, 2:56 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ac3d0fcdb88190b4c5e5ddf41e2716 |
completed | March 7, 2026, 2:58 p.m. |
Created at: March 1, 2026, 7:42 p.m.