Triple
T22663955
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Marshall, Minnesota |
E559733
|
entity |
| Predicate | hasLocalNewspaper |
P80
|
FINISHED |
| Object |
Marshall Independent
The Marshall Independent is a local newspaper serving the community of Marshall, Minnesota with regional news, sports, and events coverage.
|
E1549663
|
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 Independent | Statement: [Marshall, Minnesota, hasLocalNewspaper, Marshall Independent]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Marshall Independent Context triple: [Marshall, Minnesota, hasLocalNewspaper, Marshall Independent]
-
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 Academy
Marshall Academy was the original educational institution that later evolved into what is now Marshall University in Huntington, West Virginia.
-
C.
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.
-
D.
Marshall Middle School
Marshall Middle School is a public middle school located in Marshall Township in Allegheny County, Pennsylvania.
-
E.
Marshall High School
Marshall High School is a secondary school in Marshall, Minnesota, best known in sports circles as the alma mater of NFL quarterback Trey Lance.
- 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 Independent Triple: [Marshall, Minnesota, hasLocalNewspaper, Marshall Independent]
Generated description
The Marshall Independent is a local newspaper serving the community of Marshall, Minnesota with regional news, sports, and events coverage.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Marshall Independent Target entity description: The Marshall Independent is a local newspaper serving the community of Marshall, Minnesota with regional news, sports, and events coverage.
-
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 Academy
Marshall Academy was the original educational institution that later evolved into what is now Marshall University in Huntington, West Virginia.
-
C.
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.
-
D.
Marshall Middle School
Marshall Middle School is a public middle school located in Marshall Township in Allegheny County, Pennsylvania.
-
E.
Marshall High School
Marshall High School is a secondary school in Marshall, Minnesota, best known in sports circles as the alma mater of NFL quarterback Trey Lance.
- 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.