Triple
T3735324
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Chelmsford, Massachusetts |
E79167
|
entity |
| Predicate | hasHighSchool |
P113
|
FINISHED |
| Object |
Chelmsford High School
Chelmsford High School is a public secondary school serving students in the town of Chelmsford, Massachusetts.
|
E386301
|
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: Chelmsford High School | Statement: [Chelmsford, Massachusetts, hasHighSchool, Chelmsford High School]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Chelmsford High School Context triple: [Chelmsford, Massachusetts, hasHighSchool, Chelmsford High School]
-
A.
Chelmsford Public Schools
Chelmsford Public Schools is the public school district that serves students in the town of Chelmsford, Massachusetts, operating its local elementary, middle, and high schools.
-
B.
Middlesex High School
Middlesex High School is a public secondary school serving students in grades 9–12 in Middlesex Borough, New Jersey.
-
C.
Cambridge High School
Cambridge High School is a public secondary school serving students in the Milton, Georgia area.
-
D.
Chatham High School
Chatham High School is a secondary school located in Taree, New South Wales, Australia, serving students from the local community and surrounding areas.
-
E.
Chelsea High School
Chelsea High School is a public secondary school serving students in the city of Chelsea in Shelby County, Alabama.
- 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: Chelmsford High School Triple: [Chelmsford, Massachusetts, hasHighSchool, Chelmsford High School]
Generated description
Chelmsford High School is a public secondary school serving students in the town of Chelmsford, Massachusetts.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Chelmsford High School Target entity description: Chelmsford High School is a public secondary school serving students in the town of Chelmsford, Massachusetts.
-
A.
Chelmsford Public Schools
Chelmsford Public Schools is the public school district that serves students in the town of Chelmsford, Massachusetts, operating its local elementary, middle, and high schools.
-
B.
Middlesex High School
Middlesex High School is a public secondary school serving students in grades 9–12 in Middlesex Borough, New Jersey.
-
C.
Cambridge High School
Cambridge High School is a public secondary school serving students in the Milton, Georgia area.
-
D.
Chatham High School
Chatham High School is a secondary school located in Taree, New South Wales, Australia, serving students from the local community and surrounding areas.
-
E.
Chelsea High School
Chelsea High School is a public secondary school serving students in the city of Chelsea in Shelby County, Alabama.
- 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_69ad8b0e4650819090ad7cef094285e8 |
completed | March 8, 2026, 2:43 p.m. |
| NER | Named-entity recognition | batch_69adcb3b399c819091b42209925c0d8f |
completed | March 8, 2026, 7:17 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b4e4f857208190a51b264a5affca3d |
completed | March 14, 2026, 4:32 a.m. |
| NEDg | Description generation | batch_69b4e61c8dc881908e298528b1e42c0c |
completed | March 14, 2026, 4:37 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b4e686bf2c8190aac01d6c1014c1d4 |
completed | March 14, 2026, 4:39 a.m. |
Created at: March 8, 2026, 3:34 p.m.