Triple

T7110602
Position Surface form Disambiguated ID Type / Status
Subject TMDL E165696 entity
Predicate relatedProgram P37 FINISHED
Object Total Maximum Daily Load 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: Total Maximum Daily Load program | Statement: [TMDL, relatedProgram, Total Maximum Daily Load program]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Total Maximum Daily Load program
Context triple: [TMDL, relatedProgram, Total Maximum Daily Load program]
  • A. 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.
  • B. 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.
  • C. 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.
  • D. Acid Rain Program
    The Acid Rain Program is a U.S. federal regulatory initiative that uses a cap-and-trade system to reduce sulfur dioxide and nitrogen oxide emissions from power plants in order to combat acid rain and improve air quality.
  • E. Colorado River Basin Salinity Control Program
    The Colorado River Basin Salinity Control Program was a federal initiative aimed at reducing salt loading in the Colorado River to protect water quality for agricultural, municipal, and environmental uses across the basin.
  • 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.