Triple

T2420161
Position Surface form Disambiguated ID Type / Status
Subject Los Angeles Basin E53399 entity
Predicate contains P35 FINISHED
Object Commerce
Commerce is a city in Los Angeles County, California, known for its industrial base, rail yards, and large outlet shopping center.
E266615 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: Commerce | Statement: [Los Angeles Basin, contains, Commerce]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Commerce
Context triple: [Los Angeles Basin, contains, Commerce]
  • A. Commerce and Trade
    Commerce and Trade refers to the body of U.S. federal law and policy governing business activities, markets, and economic transactions, as codified in Title 15 of the United States Code.
  • B. Commerce Compromise
    The Commerce Compromise was an agreement at the Constitutional Convention that allowed the federal government to regulate interstate and foreign trade while prohibiting any ban on the slave trade for 20 years and forbidding export taxes.
  • C. 29 Business
    29 Business is a special business route designation of U.S. Route 29 that serves local traffic and commercial areas rather than bypassing them.
  • D. Marketplace
    Marketplace is a long-running public radio program and podcast focused on in-depth coverage and analysis of business, economic, and financial news.
  • E. Business Cycles
    Business Cycles is an influential economic work by Joseph Schumpeter that analyzes the causes, patterns, and dynamics of capitalist economic fluctuations over time.
  • 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: Commerce
Triple: [Los Angeles Basin, contains, Commerce]
Generated description
Commerce is a city in Los Angeles County, California, known for its industrial base, rail yards, and large outlet shopping center.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Commerce
Target entity description: Commerce is a city in Los Angeles County, California, known for its industrial base, rail yards, and large outlet shopping center.
  • A. Commerce and Trade
    Commerce and Trade refers to the body of U.S. federal law and policy governing business activities, markets, and economic transactions, as codified in Title 15 of the United States Code.
  • B. Commerce Compromise
    The Commerce Compromise was an agreement at the Constitutional Convention that allowed the federal government to regulate interstate and foreign trade while prohibiting any ban on the slave trade for 20 years and forbidding export taxes.
  • C. 29 Business
    29 Business is a special business route designation of U.S. Route 29 that serves local traffic and commercial areas rather than bypassing them.
  • D. Marketplace
    Marketplace is a long-running public radio program and podcast focused on in-depth coverage and analysis of business, economic, and financial news.
  • E. Business Cycles
    Business Cycles is an influential economic work by Joseph Schumpeter that analyzes the causes, patterns, and dynamics of capitalist economic fluctuations over time.
  • 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_69ab495c44d48190b7235b23719bc3f6 completed March 6, 2026, 9:38 p.m.
NER Named-entity recognition batch_69abc96f97e08190978b2d873ab88859 completed March 7, 2026, 6:45 a.m.
NED1 Entity disambiguation (via context triple) batch_69aebf57b0708190bf4d38c51e02309f completed March 9, 2026, 12:38 p.m.
NEDg Description generation batch_69aec495e4e88190a1b9929161aba193 completed March 9, 2026, 1:01 p.m.
NED2 Entity disambiguation (via description) batch_69aec570ec88819089a2afc42aec1088 completed March 9, 2026, 1:04 p.m.
Created at: March 6, 2026, 9:42 p.m.