Triple

T1192408
Position Surface form Disambiguated ID Type / Status
Subject ASEAN Free Trade Area E25390 entity
Predicate coreMechanism P533 FINISHED
Object Common Effective Preferential Tariff scheme
The Common Effective Preferential Tariff (CEPT) scheme is a regional tariff-reduction program that lowers import duties among ASEAN member states to promote intra-regional trade and economic integration.
E136852 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: Common Effective Preferential Tariff scheme | Statement: [ASEAN Free Trade Area, coreMechanism, Common Effective Preferential Tariff scheme]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Common Effective Preferential Tariff scheme
Context triple: [ASEAN Free Trade Area, coreMechanism, Common Effective Preferential Tariff scheme]
  • A. Customs Valuation Agreement
    The Customs Valuation Agreement is a World Trade Organization accord that standardizes how countries determine the customs value of imported goods, primarily based on transaction value, to ensure fair and transparent trade practices.
  • B. GCC Customs Union
    The GCC Customs Union is a regional economic arrangement that harmonizes customs policies and facilitates the free movement of goods among the member states of the Gulf Cooperation Council.
  • C. Subsidies and Countervailing Measures Code
    The Subsidies and Countervailing Measures Code was a multilateral trade agreement under the GATT that set rules for the use of government subsidies and the application of countervailing duties to offset them.
  • D. Reciprocal Trade Agreements Act
    The Reciprocal Trade Agreements Act was a 1934 U.S. law that empowered the president to negotiate bilateral tariff-reduction agreements, marking a major shift toward freer international trade and away from protectionism.
  • E. Anti-Dumping Code
    The Anti-Dumping Code was an international trade agreement negotiated under the GATT to establish rules and procedures for investigating and remedying unfair dumping practices in global commerce.
  • 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: Common Effective Preferential Tariff scheme
Triple: [ASEAN Free Trade Area, coreMechanism, Common Effective Preferential Tariff scheme]
Generated description
The Common Effective Preferential Tariff (CEPT) scheme is a regional tariff-reduction program that lowers import duties among ASEAN member states to promote intra-regional trade and economic integration.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Common Effective Preferential Tariff scheme
Target entity description: The Common Effective Preferential Tariff (CEPT) scheme is a regional tariff-reduction program that lowers import duties among ASEAN member states to promote intra-regional trade and economic integration.
  • A. Customs Valuation Agreement
    The Customs Valuation Agreement is a World Trade Organization accord that standardizes how countries determine the customs value of imported goods, primarily based on transaction value, to ensure fair and transparent trade practices.
  • B. GCC Customs Union
    The GCC Customs Union is a regional economic arrangement that harmonizes customs policies and facilitates the free movement of goods among the member states of the Gulf Cooperation Council.
  • C. Subsidies and Countervailing Measures Code
    The Subsidies and Countervailing Measures Code was a multilateral trade agreement under the GATT that set rules for the use of government subsidies and the application of countervailing duties to offset them.
  • D. Reciprocal Trade Agreements Act
    The Reciprocal Trade Agreements Act was a 1934 U.S. law that empowered the president to negotiate bilateral tariff-reduction agreements, marking a major shift toward freer international trade and away from protectionism.
  • E. Anti-Dumping Code
    The Anti-Dumping Code was an international trade agreement negotiated under the GATT to establish rules and procedures for investigating and remedying unfair dumping practices in global commerce.
  • 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_69a49427d98881908646d6c63b8cea1e completed March 1, 2026, 7:31 p.m.
NER Named-entity recognition batch_69a4bd761ef08190b431b80f326d1ab2 completed March 1, 2026, 10:28 p.m.
NED1 Entity disambiguation (via context triple) batch_69ac764ea588819082f7d5d0e44e1211 completed March 7, 2026, 7:02 p.m.
NEDg Description generation batch_69ac76e1b430819092669c6e83d7a62c completed March 7, 2026, 7:05 p.m.
NED2 Entity disambiguation (via description) batch_69ac7768daa4819082a07fa755ce7364 completed March 7, 2026, 7:07 p.m.
Created at: March 1, 2026, 7:45 p.m.