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.