Triple
T5076316
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Marshall County, West Virginia |
E114404
|
entity |
| Predicate | hasEducationalInstitution |
P113
|
FINISHED |
| Object |
Marshall County Schools
Marshall County Schools is the public school district serving students in Marshall County, West Virginia.
|
E493953
|
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 County Schools | Statement: [Marshall County, West Virginia, hasEducationalInstitution, Marshall County Schools]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Marshall County Schools Context triple: [Marshall County, West Virginia, hasEducationalInstitution, Marshall County Schools]
-
A.
Madison County School District
Madison County School District is the public education system responsible for operating and overseeing the K–12 schools serving students in Madison County, Florida.
-
B.
Henry County Schools
Henry County Schools is the public school district serving students in Henry County, Georgia, including the city of Stockbridge.
-
C.
Butler County School System
Butler County School System is the public school district serving students in and around Greenville and the broader Butler County area in Alabama.
-
D.
Logan County Schools
Logan County Schools is the public school district serving students in Logan County, West Virginia.
-
E.
Hardin County Schools
Hardin County Schools is a public school district serving students in and around Radcliff in Hardin County, Kentucky.
- 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 County Schools Triple: [Marshall County, West Virginia, hasEducationalInstitution, Marshall County Schools]
Generated description
Marshall County Schools is the public school district serving students in Marshall County, West Virginia.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Marshall County Schools Target entity description: Marshall County Schools is the public school district serving students in Marshall County, West Virginia.
-
A.
Madison County School District
Madison County School District is the public education system responsible for operating and overseeing the K–12 schools serving students in Madison County, Florida.
-
B.
Henry County Schools
Henry County Schools is the public school district serving students in Henry County, Georgia, including the city of Stockbridge.
-
C.
Butler County School System
Butler County School System is the public school district serving students in and around Greenville and the broader Butler County area in Alabama.
-
D.
Logan County Schools
Logan County Schools is the public school district serving students in Logan County, West Virginia.
-
E.
Hardin County Schools
Hardin County Schools is a public school district serving students in and around Radcliff in Hardin County, Kentucky.
- 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_69bd443dbf908190a9401e9c2dc7bd7d |
completed | March 20, 2026, 12:57 p.m. |
| NER | Named-entity recognition | batch_69bd74d3b0088190a658864cb120eef4 |
completed | March 20, 2026, 4:24 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69beba6be1248190bad40b869c8d0820 |
completed | March 21, 2026, 3:34 p.m. |
| NEDg | Description generation | batch_69bebb7ec9848190a9a9319b09dd9de3 |
completed | March 21, 2026, 3:38 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69bebc1642fc8190ae1acb68f01093c2 |
completed | March 21, 2026, 3:41 p.m. |
Created at: March 20, 2026, 1:39 p.m.