Triple
T16989991
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Lamar Consolidated Independent School District |
E412166
|
entity |
| Predicate | serves |
P98
|
FINISHED |
| Object | Needville area of Fort Bend County, Texas |
E373264
|
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: Needville area of Fort Bend County, Texas | Statement: [Lamar Consolidated Independent School District, serves, Needville area of Fort Bend County, Texas]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Needville area of Fort Bend County, Texas Context triple: [Lamar Consolidated Independent School District, serves, Needville area of Fort Bend County, Texas]
-
A.
Fort Bend County, Texas
chosen
Fort Bend County, Texas is a populous and rapidly growing county in the Houston metropolitan area known for its diverse communities, suburban cities, and historic county seat of Richmond.
-
B.
Brazoria County, Texas
Brazoria County, Texas is a coastal county in the Greater Houston metropolitan area known for its petrochemical industry, Gulf Coast wetlands, and historical significance as part of early Anglo-American settlement in Texas.
-
C.
Brazos County, Texas
Brazos County, Texas is a county in east-central Texas best known as the home of College Station and Texas A&M University.
-
D.
Best Southwest area of Dallas County
The Best Southwest area of Dallas County is a suburban region in southwest Dallas County, Texas, commonly referring to the neighboring cities of DeSoto, Duncanville, Cedar Hill, and Lancaster that collaborate on regional services and development.
-
E.
Bell County, Texas
Bell County, Texas is a central Texas county that includes the city of Killeen and is known for hosting the large U.S. Army installation Fort Cavazos (formerly Fort Hood).
- 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_69d886cb581c8190ab05f4b429c9cd85 |
completed | April 10, 2026, 5:12 a.m. |
| NER | Named-entity recognition | batch_69e3d27fbaa0819099f79fc74d211647 |
completed | April 18, 2026, 6:50 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a00dc14d5688190945f7ae72f724922 |
completed | May 10, 2026, 7:27 p.m. |
Created at: April 10, 2026, 5:32 a.m.