Triple
T13141543
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Stafford, Texas |
E312220
|
entity |
| Predicate | hasSchoolDistrict |
P226
|
FINISHED |
| Object |
Stafford Municipal School District
Stafford Municipal School District is a public school system serving students in the city of Stafford, Texas.
|
E1024897
|
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: Stafford Municipal School District | Statement: [Stafford, Texas, hasSchoolDistrict, Stafford Municipal School District]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Stafford Municipal School District Context triple: [Stafford, Texas, hasSchoolDistrict, Stafford Municipal School District]
-
A.
Stafford USD 349
Stafford USD 349 is a public school district serving students in and around the community of Stafford in central Kansas.
-
B.
Davis School District
Davis School District is a public school district in northern Utah that serves students in communities including Layton and surrounding areas of Davis County.
-
C.
Bow School District
Bow School District is the public school system serving the town of Bow in Merrimack County, New Hampshire.
-
D.
Stafford County Public Schools
Stafford County Public Schools is the K–12 school district responsible for operating and overseeing public education in Stafford County, Virginia.
-
E.
Lennox School District
Lennox School District is a public school district serving the educational needs of students in the unincorporated community of Lennox in Los Angeles County, California.
- 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: Stafford Municipal School District Triple: [Stafford, Texas, hasSchoolDistrict, Stafford Municipal School District]
Generated description
Stafford Municipal School District is a public school system serving students in the city of Stafford, Texas.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Stafford Municipal School District Target entity description: Stafford Municipal School District is a public school system serving students in the city of Stafford, Texas.
-
A.
Stafford USD 349
Stafford USD 349 is a public school district serving students in and around the community of Stafford in central Kansas.
-
B.
Davis School District
Davis School District is a public school district in northern Utah that serves students in communities including Layton and surrounding areas of Davis County.
-
C.
Bow School District
Bow School District is the public school system serving the town of Bow in Merrimack County, New Hampshire.
-
D.
Stafford County Public Schools
Stafford County Public Schools is the K–12 school district responsible for operating and overseeing public education in Stafford County, Virginia.
-
E.
Lennox School District
Lennox School District is a public school district serving the educational needs of students in the unincorporated community of Lennox in Los Angeles County, California.
- 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_69d806aabde48190899e13e41659cae5 |
completed | April 9, 2026, 8:06 p.m. |
| NER | Named-entity recognition | batch_69d981b84f1081908b9e2d54a64d4c2d |
completed | April 10, 2026, 11:03 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f6eae4a87881908be57e15f001c904 |
completed | May 3, 2026, 6:27 a.m. |
| NEDg | Description generation | batch_69f6f05a3dd48190a8b2c52f64a2edd0 |
completed | May 3, 2026, 6:51 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69f6f1a7c8108190a9668d2f0bb634b1 |
completed | May 3, 2026, 6:56 a.m. |
Created at: April 9, 2026, 9:10 p.m.