Triple

T16344747
Position Surface form Disambiguated ID Type / Status
Subject GATT contracting parties E396901 entity
Predicate follows P134 FINISHED
Object GATT national treatment principle
The GATT national treatment principle is a core World Trade Organization rule requiring countries to treat imported goods no less favorably than domestically produced like products once they have entered the market.
E1210106 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: GATT national treatment principle | Statement: [GATT contracting parties, follows, GATT national treatment principle]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: GATT national treatment principle
Context triple: [GATT contracting parties, follows, GATT national treatment principle]
  • A. GATT most-favoured-nation principle
    The GATT most-favoured-nation principle is a core trade rule requiring countries to extend any trade advantage or concession they grant to one trading partner equally to all other GATT members.
  • B. GATT 1994 Article V
    GATT 1994 Article V is a core WTO provision that guarantees freedom of transit for goods across members’ territories, prohibiting unjustified restrictions and discrimination in transit routes and charges.
  • C. GATT 1994 Article X
    GATT 1994 Article X is a World Trade Organization provision that requires transparency, uniform administration, and fair publication and enforcement of trade-related laws and regulations by member countries.
  • D. GATT 1994 Article II
    GATT 1994 Article II is a core World Trade Organization provision that sets out members’ binding tariff commitments and prohibits them from imposing charges on imports in excess of those agreed schedules.
  • E. GATT 1994 Article XXI
    GATT 1994 Article XXI is the World Trade Organization provision that allows members to take trade-restrictive measures they consider necessary for the protection of their essential security interests.
  • 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: GATT national treatment principle
Triple: [GATT contracting parties, follows, GATT national treatment principle]
Generated description
The GATT national treatment principle is a core World Trade Organization rule requiring countries to treat imported goods no less favorably than domestically produced like products once they have entered the market.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: GATT national treatment principle
Target entity description: The GATT national treatment principle is a core World Trade Organization rule requiring countries to treat imported goods no less favorably than domestically produced like products once they have entered the market.
  • A. GATT most-favoured-nation principle
    The GATT most-favoured-nation principle is a core trade rule requiring countries to extend any trade advantage or concession they grant to one trading partner equally to all other GATT members.
  • B. GATT 1994 Article V
    GATT 1994 Article V is a core WTO provision that guarantees freedom of transit for goods across members’ territories, prohibiting unjustified restrictions and discrimination in transit routes and charges.
  • C. GATT 1994 Article X
    GATT 1994 Article X is a World Trade Organization provision that requires transparency, uniform administration, and fair publication and enforcement of trade-related laws and regulations by member countries.
  • D. GATT 1994 Article II
    GATT 1994 Article II is a core World Trade Organization provision that sets out members’ binding tariff commitments and prohibits them from imposing charges on imports in excess of those agreed schedules.
  • E. GATT 1994 Article XXI
    GATT 1994 Article XXI is the World Trade Organization provision that allows members to take trade-restrictive measures they consider necessary for the protection of their essential security interests.
  • 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_69d87f26864c819088365ca381a003c2 completed April 10, 2026, 4:40 a.m.
NER Named-entity recognition batch_69e2da0da1808190b6477613a07c7a88 completed April 18, 2026, 1:10 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0035587c3481908448f75e5a56d2cb completed May 10, 2026, 7:35 a.m.
NEDg Description generation batch_6a00364b277c8190b1423f8bbe42be0d completed May 10, 2026, 7:39 a.m.
NED2 Entity disambiguation (via description) batch_6a0036d16a648190b5aab78fb21dad72 completed May 10, 2026, 7:42 a.m.
Created at: April 10, 2026, 5:07 a.m.