Triple

T1444981
Position Surface form Disambiguated ID Type / Status
Subject Clean Water Act E31156 entity
Predicate abbreviation P43 FINISHED
Object 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.
 E165696 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: TMDL | Statement: [Clean Water Act, abbreviation, TMDL]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: TMDL
Context triple: [Clean Water Act, abbreviation, TMDL]
  • A. Methil
    Methil is a coastal town in eastern Scotland that forms part of the Levenmouth area on the Firth of Forth.
  • B. Tamana
    Tamana is one of the southernmost coral atolls of Kiribati, known for its small size, traditional I-Kiribati culture, and remote Pacific Ocean location.
  • C. La Mesa Watershed
    La Mesa Watershed is a protected forest and reservoir area in Quezon City that serves as a major source of drinking water and a key urban green space for Metro Manila.
  • D. Manide
    Manide is an endangered Austronesian language spoken by the Manide (Negrito) people in parts of southern Luzon in the Philippines.
  • E. Vannin
    Vannin is the Manx name for the Isle of Man, a self-governing British Crown dependency in the Irish Sea.
  • 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: TMDL
Triple: [Clean Water Act, abbreviation, TMDL]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: TMDL
Target entity description: 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.
  • A. Methil
    Methil is a coastal town in eastern Scotland that forms part of the Levenmouth area on the Firth of Forth.
  • B. Tamana
    Tamana is one of the southernmost coral atolls of Kiribati, known for its small size, traditional I-Kiribati culture, and remote Pacific Ocean location.
  • C. La Mesa Watershed
    La Mesa Watershed is a protected forest and reservoir area in Quezon City that serves as a major source of drinking water and a key urban green space for Metro Manila.
  • D. Manide
    Manide is an endangered Austronesian language spoken by the Manide (Negrito) people in parts of southern Luzon in the Philippines.
  • E. Vannin
    Vannin is the Manx name for the Isle of Man, a self-governing British Crown dependency in the Irish Sea.
  • 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_69a4991633388190a4d61b5a98aa407a completed March 1, 2026, 7:52 p.m.
NER Named-entity recognition batch_69a4c5353fdc819090481cbdd1162929 completed March 1, 2026, 11:01 p.m.
NED1 Entity disambiguation (via context triple) batch_69ad08c046b08190a448ba2549dc5e00 completed March 8, 2026, 5:27 a.m.
NEDg Description generation batch_69ad09ec3b388190b492e8959a3617c9 completed March 8, 2026, 5:32 a.m.
NED2 Entity disambiguation (via description) batch_69ad0aefb1c88190a368d68454a0b9d0 completed March 8, 2026, 5:36 a.m.
Created at: March 1, 2026, 8 p.m.