Triple
T22663960
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Marshall, Minnesota |
E559733
|
entity |
| Predicate | hasEducationalInstitution |
P113
|
FINISHED |
| Object |
Marshall Public Schools
Marshall Public Schools is the public school district serving students in the city of Marshall, Minnesota.
|
E1549664
|
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: Marshall Public Schools | Statement: [Marshall, Minnesota, hasEducationalInstitution, Marshall Public Schools]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Marshall Public Schools Context triple: [Marshall, Minnesota, hasEducationalInstitution, Marshall Public Schools]
-
A.
Marshall Public Schools
Marshall Public Schools is a public school district serving students in and around the city of Marshall in Saline County, Missouri.
-
B.
Marshall County Schools
Marshall County Schools is the public school district serving students in Marshall County, West Virginia.
-
C.
Marshall County School System
Marshall County School System is the public school district responsible for providing K–12 education to students in and around Lewisburg in Marshall County, Tennessee.
-
D.
Marshall Middle School
Marshall Middle School is a public middle school in Billerica, Massachusetts, serving students in grades 6–8 as part of the Billerica Public Schools district.
-
E.
Marshall Middle School
Marshall Middle School is a public middle school located in Marshall Township in Allegheny County, Pennsylvania.
- 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: Marshall Public Schools Triple: [Marshall, Minnesota, hasEducationalInstitution, Marshall Public Schools]
Generated description
Marshall Public Schools is the public school district serving students in the city of Marshall, Minnesota.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Marshall Public Schools Target entity description: Marshall Public Schools is the public school district serving students in the city of Marshall, Minnesota.
-
A.
Marshall Public Schools
Marshall Public Schools is a public school district serving students in and around the city of Marshall in Saline County, Missouri.
-
B.
Marshall County Schools
Marshall County Schools is the public school district serving students in Marshall County, West Virginia.
-
C.
Marshall County School System
Marshall County School System is the public school district responsible for providing K–12 education to students in and around Lewisburg in Marshall County, Tennessee.
-
D.
Marshall Middle School
Marshall Middle School is a public middle school in Billerica, Massachusetts, serving students in grades 6–8 as part of the Billerica Public Schools district.
-
E.
Marshall Middle School
Marshall Middle School is a public middle school located in Marshall Township in Allegheny County, Pennsylvania.
- 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_69e2454a158c819093b8e35f5045efb6 |
completed | April 17, 2026, 2:35 p.m. |
| NER | Named-entity recognition | batch_69f176617ed8819095a58a2c9f1e3918 |
completed | April 29, 2026, 3:09 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0b73e5fe208190b46cd7956dc4640a |
completed | May 18, 2026, 8:17 p.m. |
| NEDg | Description generation | batch_6a0b79cc34948190985f71a825fef91d |
completed | May 18, 2026, 8:42 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0b7a57b09c819094bab59c7efa84b2 |
completed | May 18, 2026, 8:45 p.m. |
Created at: April 17, 2026, 3:08 p.m.