Triple
T4316418
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hampshire, Illinois |
E96402
|
entity |
| Predicate | hasMiddleSchool |
P113
|
FINISHED |
| Object |
Hampshire Middle School
Hampshire Middle School is a public middle school serving students in the village of Hampshire in northern Illinois.
|
E435831
|
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: Hampshire Middle School | Statement: [Hampshire, Illinois, hasMiddleSchool, Hampshire Middle School]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hampshire Middle School Context triple: [Hampshire, Illinois, hasMiddleSchool, Hampshire Middle 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.
Stoneham Central Middle School
Stoneham Central Middle School is a public middle school serving students in the town of Stoneham, Massachusetts.
-
C.
Hampden Academy
Hampden Academy is a public high school serving students in the town of Hampden and surrounding communities in Maine.
-
D.
Stoneham High School
Stoneham High School is a public secondary school serving students in the town of Stoneham, Massachusetts.
-
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: Hampshire Middle School Triple: [Hampshire, Illinois, hasMiddleSchool, Hampshire Middle School]
Generated description
Hampshire Middle School is a public middle school serving students in the village of Hampshire in northern Illinois.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Hampshire Middle School Target entity description: Hampshire Middle School is a public middle school serving students in the village of Hampshire in northern Illinois.
-
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.
Stoneham Central Middle School
Stoneham Central Middle School is a public middle school serving students in the town of Stoneham, Massachusetts.
-
C.
Hampden Academy
Hampden Academy is a public high school serving students in the town of Hampden and surrounding communities in Maine.
-
D.
Stoneham High School
Stoneham High School is a public secondary school serving students in the town of Stoneham, Massachusetts.
-
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_69b345422aac81909ddbadae437d122e |
completed | March 12, 2026, 10:59 p.m. |
| NER | Named-entity recognition | batch_69b350f60dfc819098202b7eb3bbf402 |
completed | March 12, 2026, 11:49 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b5e4ef0ca881908d9811183adc26c4 |
completed | March 14, 2026, 10:45 p.m. |
| NEDg | Description generation | batch_69b5e5b3ba208190b6cb5e40f9e744e8 |
completed | March 14, 2026, 10:48 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b5e62af694819086b3eddb71f591d2 |
completed | March 14, 2026, 10:50 p.m. |
Created at: March 12, 2026, 11:12 p.m.