Triple
T7110524
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Total Maximum Daily Loads program |
E165695
|
entity |
| Predicate | abbreviation |
P43
|
FINISHED |
| Object | TMDL program |
E165695
|
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: TMDL program | Statement: [Total Maximum Daily Loads program, abbreviation, TMDL program]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: TMDL program Context triple: [Total Maximum Daily Loads program, abbreviation, TMDL program]
-
A.
TMDL
TMDL stands for "Total Maximum Daily Load," a regulatory term under U.S. water quality law that defines the maximum amount of a pollutant a waterbody can receive while still meeting water quality standards.
-
B.
total maximum daily loads program
chosen
The total maximum daily loads program is a U.S. water quality regulatory framework that sets pollutant limits for impaired water bodies to ensure they meet designated water quality standards.
-
C.
National Pollutant Discharge Elimination System
The National Pollutant Discharge Elimination System is a U.S. regulatory permitting program that controls water pollution by regulating point-source discharges of pollutants into waters of the United States.
-
D.
Water Quality Program (Washington State Department of Ecology)
The Water Quality Program is a division of Washington State’s Department of Ecology responsible for protecting and improving the state’s rivers, lakes, marine waters, and groundwater from pollution.
-
E.
Coastal Nonpoint Pollution Control Program
The Coastal Nonpoint Pollution Control Program is a U.S. federal initiative that requires coastal states to develop and implement management measures to reduce polluted runoff and protect coastal water quality.
- 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_69c6888120f081908f8f01b201dc4a4c |
completed | March 27, 2026, 1:39 p.m. |
| NER | Named-entity recognition | batch_69c6e5be09d881909988b5382ffa20ed |
completed | March 27, 2026, 8:17 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c79cb8d4988190945516cee5d6d53b |
completed | March 28, 2026, 9:17 a.m. |
Created at: March 27, 2026, 2:43 p.m.