Triple
T6918574
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Prosper, Texas |
E160124
|
entity |
| Predicate | schoolDistrict |
P226
|
FINISHED |
| Object |
Prosper Independent School District
Prosper Independent School District is a rapidly growing public school district serving students in Prosper and surrounding communities in North Texas, known for its strong academics, modern facilities, and emphasis on extracurricular excellence.
|
E637815
|
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: Prosper Independent School District | Statement: [Prosper, Texas, schoolDistrict, Prosper Independent School District]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Prosper Independent School District Context triple: [Prosper, Texas, schoolDistrict, Prosper Independent School District]
-
A.
Moody Independent School District
Moody Independent School District is a public school district serving the community of Moody and surrounding areas in central Texas.
-
B.
Garland Independent School District
Garland Independent School District is a large public school district in the Dallas–Fort Worth area of Texas that serves students in Garland, Rowlett, and Sachse.
-
C.
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.
-
D.
Grand Prairie Independent School District
Grand Prairie Independent School District is a public school district in Grand Prairie, Texas, that operates and oversees the community’s primary and secondary schools.
-
E.
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.
- 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: Prosper Independent School District Triple: [Prosper, Texas, schoolDistrict, Prosper Independent School District]
Generated description
Prosper Independent School District is a rapidly growing public school district serving students in Prosper and surrounding communities in North Texas, known for its strong academics, modern facilities, and emphasis on extracurricular excellence.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Prosper Independent School District Target entity description: Prosper Independent School District is a rapidly growing public school district serving students in Prosper and surrounding communities in North Texas, known for its strong academics, modern facilities, and emphasis on extracurricular excellence.
-
A.
Moody Independent School District
Moody Independent School District is a public school district serving the community of Moody and surrounding areas in central Texas.
-
B.
Garland Independent School District
Garland Independent School District is a large public school district in the Dallas–Fort Worth area of Texas that serves students in Garland, Rowlett, and Sachse.
-
C.
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.
-
D.
Grand Prairie Independent School District
Grand Prairie Independent School District is a public school district in Grand Prairie, Texas, that operates and oversees the community’s primary and secondary schools.
-
E.
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.
- 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_69c6883ab1008190a07129ff06f625d9 |
completed | March 27, 2026, 1:38 p.m. |
| NER | Named-entity recognition | batch_69c6d9e17ea08190b8c4142af8adfba0 |
completed | March 27, 2026, 7:26 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c7882712548190a0c7e5660c61625d |
completed | March 28, 2026, 7:49 a.m. |
| NEDg | Description generation | batch_69c788da40bc8190b16be996834d1488 |
completed | March 28, 2026, 7:52 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c7895252e88190b105c3630926dc60 |
completed | March 28, 2026, 7:54 a.m. |
Created at: March 27, 2026, 2:26 p.m.