Triple
T1217834
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Balch Springs |
E26145
|
entity |
| Predicate | hasSchoolDistrict |
P226
|
FINISHED |
| Object |
Mesquite Independent School District
Mesquite Independent School District is a public school district in the Dallas, Texas area that serves students in Mesquite and surrounding communities, including Balch Springs.
|
E152423
|
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: Mesquite Independent School District | Statement: [Balch Springs, hasSchoolDistrict, Mesquite Independent School District]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Mesquite Independent School District Context triple: [Balch Springs, hasSchoolDistrict, Mesquite Independent School District]
-
A.
DeSoto Independent School District
DeSoto Independent School District is a public school district in DeSoto, Texas, serving local students from elementary through high school with a range of academic and extracurricular programs.
-
B.
San Antonio Independent School District
San Antonio Independent School District is a public school district in San Antonio, Texas, best known nationally for its role in the landmark U.S. Supreme Court case San Antonio Independent School District v. Rodriguez concerning school finance and equal protection.
-
C.
Richardson Independent School District
Richardson Independent School District is a public school district in the Dallas–Fort Worth area of Texas that serves students in Richardson and parts of several surrounding communities.
-
D.
Frisco Independent School District
Frisco Independent School District is a rapidly growing public school district in North Texas known for its numerous modern campuses and strong academic and extracurricular programs.
-
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: Mesquite Independent School District Triple: [Balch Springs, hasSchoolDistrict, Mesquite Independent School District]
Generated description
Mesquite Independent School District is a public school district in the Dallas, Texas area that serves students in Mesquite and surrounding communities, including Balch Springs.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Mesquite Independent School District Target entity description: Mesquite Independent School District is a public school district in the Dallas, Texas area that serves students in Mesquite and surrounding communities, including Balch Springs.
-
A.
DeSoto Independent School District
DeSoto Independent School District is a public school district in DeSoto, Texas, serving local students from elementary through high school with a range of academic and extracurricular programs.
-
B.
San Antonio Independent School District
San Antonio Independent School District is a public school district in San Antonio, Texas, best known nationally for its role in the landmark U.S. Supreme Court case San Antonio Independent School District v. Rodriguez concerning school finance and equal protection.
-
C.
Richardson Independent School District
Richardson Independent School District is a public school district in the Dallas–Fort Worth area of Texas that serves students in Richardson and parts of several surrounding communities.
-
D.
Frisco Independent School District
Frisco Independent School District is a rapidly growing public school district in North Texas known for its numerous modern campuses and strong academic and extracurricular programs.
-
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_69a4948331fc8190b531ac9bec71c491 |
completed | March 1, 2026, 7:33 p.m. |
| NER | Named-entity recognition | batch_69a4be08157c8190b248bb75b922644f |
completed | March 1, 2026, 10:30 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69acbf1a58248190a270ae5baa18d0d6 |
completed | March 8, 2026, 12:13 a.m. |
| NEDg | Description generation | batch_69acc0ea3ee88190a7938f07d508ed9e |
completed | March 8, 2026, 12:20 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69acc13d2168819090bb9d68180b2699 |
completed | March 8, 2026, 12:22 a.m. |
Created at: March 1, 2026, 7:46 p.m.