Triple
T19053193
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Wharton, Texas |
E466318
|
entity |
| Predicate | hasSchoolDistrict |
P226
|
FINISHED |
| Object |
Wharton Independent School District
Wharton Independent School District is a public school district that serves students in and around the city of Wharton in southeastern Texas.
|
E1356035
|
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: Wharton Independent School District | Statement: [Wharton, Texas, hasSchoolDistrict, Wharton Independent School District]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Wharton Independent School District Context triple: [Wharton, Texas, hasSchoolDistrict, Wharton Independent School District]
-
A.
Kaufman Independent School District
Kaufman Independent School District is a public school district serving students in and around the city of Kaufman in Kaufman County, Texas.
-
B.
Allen Independent School District
Allen Independent School District is a public school district serving the city of Allen and surrounding areas in the northern Dallas–Fort Worth metropolitan region of Texas.
-
C.
Bonham Independent School District
Bonham Independent School District is a public school district serving the educational needs of students in and around the city of Bonham in Fannin County, Texas.
-
D.
Wortham Independent School District
Wortham Independent School District is a public school district serving the educational needs of students in and around the community of Wortham in Freestone County, Texas.
-
E.
Northwest Independent School District
Northwest Independent School District is a public school district serving students in Roanoke and surrounding communities in the Dallas–Fort Worth metropolitan area of Texas.
- 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: Wharton Independent School District Triple: [Wharton, Texas, hasSchoolDistrict, Wharton Independent School District]
Generated description
Wharton Independent School District is a public school district that serves students in and around the city of Wharton in southeastern Texas.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Wharton Independent School District Target entity description: Wharton Independent School District is a public school district that serves students in and around the city of Wharton in southeastern Texas.
-
A.
Kaufman Independent School District
Kaufman Independent School District is a public school district serving students in and around the city of Kaufman in Kaufman County, Texas.
-
B.
Allen Independent School District
Allen Independent School District is a public school district serving the city of Allen and surrounding areas in the northern Dallas–Fort Worth metropolitan region of Texas.
-
C.
Bonham Independent School District
Bonham Independent School District is a public school district serving the educational needs of students in and around the city of Bonham in Fannin County, Texas.
-
D.
Wortham Independent School District
Wortham Independent School District is a public school district serving the educational needs of students in and around the community of Wortham in Freestone County, Texas.
-
E.
Northwest Independent School District
Northwest Independent School District is a public school district serving students in Roanoke and surrounding communities in the Dallas–Fort Worth metropolitan area of Texas.
- 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_69d8dd040fb881909af2a964f65ad208 |
completed | April 10, 2026, 11:20 a.m. |
| NER | Named-entity recognition | batch_69e5dc03dfa08190924a1b8073364fa1 |
completed | April 20, 2026, 7:55 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a05c556721081908adc6525fbb76ef8 |
completed | May 14, 2026, 12:51 p.m. |
| NEDg | Description generation | batch_6a05c62a43a881909e5453011be393fc |
completed | May 14, 2026, 12:55 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a05c704b21c81909dd690d07ffa1526 |
completed | May 14, 2026, 12:58 p.m. |
Created at: April 10, 2026, 12:03 p.m.