Triple
T17083648
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Little Elm Independent School District |
E414537
|
entity |
| Predicate | servesCommunity |
P82
|
FINISHED |
| Object | Frisco, Texas (portions) |
E22352
|
NE FINISHED |
How this triple was built (2 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: Frisco, Texas (portions) | Statement: [Little Elm Independent School District, servesCommunity, Frisco, Texas (portions)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Frisco, Texas (portions) Context triple: [Little Elm Independent School District, servesCommunity, Frisco, Texas (portions)]
-
A.
Frisco, Texas
chosen
Frisco, Texas is a rapidly growing suburban city in the Dallas–Fort Worth metropolitan area known for its sports venues, retail centers, and family-friendly communities.
-
B.
Round Rock, Texas
Round Rock, Texas is a rapidly growing suburban city north of Austin known for its strong economy, family-friendly communities, and role as a regional hub for education and technology.
-
C.
Frisco
Frisco is the popular nickname for the historic St. Louis–San Francisco Railway, a major American railroad that operated across the Midwest and South.
-
D.
Plano, Texas
Plano, Texas is a major suburban city in North Texas known for its affluent neighborhoods, strong public schools, and concentration of corporate headquarters.
-
E.
Rockwall, Texas
Rockwall, Texas is a suburban city in the Dallas–Fort Worth metropolitan area known for its lakeside recreation on Lake Ray Hubbard and its namesake natural rock wall formation.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69d886cef44c8190ba56c44b4e863e64 |
completed | April 10, 2026, 5:12 a.m. |
| NER | Named-entity recognition | batch_69e3dbe4d3908190b23ce3c2d3fe7d14 |
completed | April 18, 2026, 7:30 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a01673ff7ec8190add7af932c38deef |
completed | May 11, 2026, 5:21 a.m. |
Created at: April 10, 2026, 5:35 a.m.