Triple

T11381292
Position Surface form Disambiguated ID Type / Status
Subject Faculty of Economics, Chulalongkorn University E269597 entity
Predicate hasAbbreviation P43 FINISHED
Object Econ Chula
Econ Chula is the commonly used abbreviation for the Faculty of Economics at Chulalongkorn University, a leading institution for economics education and research in Thailand.
E922397 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: Econ Chula | Statement: [Faculty of Economics, Chulalongkorn University, hasAbbreviation, Econ Chula]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Econ Chula
Context triple: [Faculty of Economics, Chulalongkorn University, hasAbbreviation, Econ Chula]
  • A. ECON
    ECON is the European Parliament’s Committee on Economic and Monetary Affairs, responsible for overseeing EU economic policy, monetary policy, financial services regulation, and the activities of the European Central Bank.
  • B. ECN
    ECN is the abbreviation for the European Competition Network, a cooperative framework that coordinates the enforcement of EU competition law among the European Commission and national competition authorities.
  • C. ECN
    ECN is an electronic communication network used in financial markets to match buy and sell orders directly between participants, often outside traditional stock exchanges.
  • D. School of Economic Sciences
    The School of Economic Sciences is an academic unit of Universidad Francisco Marroquín specializing in the teaching and research of economics and related disciplines.
  • E. Economics: An Introductory Analysis
    "Economics: An Introductory Analysis" is a landmark introductory economics textbook by Paul Samuelson that helped shape modern economic education and popularize Keynesian economic theory.
  • 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: Econ Chula
Triple: [Faculty of Economics, Chulalongkorn University, hasAbbreviation, Econ Chula]
Generated description
Econ Chula is the commonly used abbreviation for the Faculty of Economics at Chulalongkorn University, a leading institution for economics education and research in Thailand.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Econ Chula
Target entity description: Econ Chula is the commonly used abbreviation for the Faculty of Economics at Chulalongkorn University, a leading institution for economics education and research in Thailand.
  • A. ECON
    ECON is the European Parliament’s Committee on Economic and Monetary Affairs, responsible for overseeing EU economic policy, monetary policy, financial services regulation, and the activities of the European Central Bank.
  • B. ECN
    ECN is the abbreviation for the European Competition Network, a cooperative framework that coordinates the enforcement of EU competition law among the European Commission and national competition authorities.
  • C. ECN
    ECN is an electronic communication network used in financial markets to match buy and sell orders directly between participants, often outside traditional stock exchanges.
  • D. School of Economic Sciences
    The School of Economic Sciences is an academic unit of Universidad Francisco Marroquín specializing in the teaching and research of economics and related disciplines.
  • E. Economics: An Introductory Analysis
    "Economics: An Introductory Analysis" is a landmark introductory economics textbook by Paul Samuelson that helped shape modern economic education and popularize Keynesian economic theory.
  • 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_69d6aacca1048190b39dbbc2174616fa completed April 8, 2026, 7:21 p.m.
NER Named-entity recognition batch_69d7fc331f188190a7f69f1aae53fb6b completed April 9, 2026, 7:21 p.m.
NED1 Entity disambiguation (via context triple) batch_69e556a99c8c8190b7439a548216e648 completed April 19, 2026, 10:26 p.m.
NEDg Description generation batch_69e562c8fb948190be87cca65c3b74e1 completed April 19, 2026, 11:18 p.m.
NED2 Entity disambiguation (via description) batch_69e56aaa5c9081909f89cfe6a8fc03f0 completed April 19, 2026, 11:52 p.m.
Created at: April 8, 2026, 9:34 p.m.