Triple
T14295009
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | GATT 1994 Article XXI |
E354414
|
entity |
| Predicate | relatedTo |
P37
|
FINISHED |
| Object |
Article XIV bis of the General Agreement on Trade in Services
Article XIV bis of the General Agreement on Trade in Services is the provision that allows World Trade Organization members to restrict trade in services for essential security reasons, paralleling the security exceptions found in GATT 1994.
|
E1091314
|
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: Article XIV bis of the General Agreement on Trade in Services | Statement: [GATT 1994 Article XXI, relatedTo, Article XIV bis of the General Agreement on Trade in Services]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Article XIV bis of the General Agreement on Trade in Services Context triple: [GATT 1994 Article XXI, relatedTo, Article XIV bis of the General Agreement on Trade in Services]
-
A.
General Agreement on Trade in Services
The General Agreement on Trade in Services (GATS) is the main international treaty governing global trade in services, setting rules and commitments for how countries open and regulate their service sectors.
-
B.
GATS Article XIX
GATS Article XIX is a key provision of the General Agreement on Trade in Services that mandates progressive liberalization of trade in services through successive rounds of negotiations among World Trade Organization members.
-
C.
Article XIII of GATT 1994
Article XIII of GATT 1994 is a core provision of the multilateral trading system that governs the non-discriminatory administration of quantitative import and export restrictions among WTO members.
-
D.
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.
-
E.
GATS Annexes
The GATS Annexes are supplementary legal texts to the WTO’s General Agreement on Trade in Services that provide detailed rules and disciplines for specific service sectors and regulatory issues.
- 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: Article XIV bis of the General Agreement on Trade in Services Triple: [GATT 1994 Article XXI, relatedTo, Article XIV bis of the General Agreement on Trade in Services]
Generated description
Article XIV bis of the General Agreement on Trade in Services is the provision that allows World Trade Organization members to restrict trade in services for essential security reasons, paralleling the security exceptions found in GATT 1994.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Article XIV bis of the General Agreement on Trade in Services Target entity description: Article XIV bis of the General Agreement on Trade in Services is the provision that allows World Trade Organization members to restrict trade in services for essential security reasons, paralleling the security exceptions found in GATT 1994.
-
A.
General Agreement on Trade in Services
The General Agreement on Trade in Services (GATS) is the main international treaty governing global trade in services, setting rules and commitments for how countries open and regulate their service sectors.
-
B.
GATS Article XIX
GATS Article XIX is a key provision of the General Agreement on Trade in Services that mandates progressive liberalization of trade in services through successive rounds of negotiations among World Trade Organization members.
-
C.
Article XIII of GATT 1994
Article XIII of GATT 1994 is a core provision of the multilateral trading system that governs the non-discriminatory administration of quantitative import and export restrictions among WTO members.
-
D.
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.
-
E.
GATS Annexes
The GATS Annexes are supplementary legal texts to the WTO’s General Agreement on Trade in Services that provide detailed rules and disciplines for specific service sectors and regulatory issues.
- 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_69d8278e17088190b328c5a9d4be74ff |
completed | April 9, 2026, 10:26 p.m. |
| NER | Named-entity recognition | batch_69de717b35ec81908968994e65737c66 |
completed | April 14, 2026, 4:55 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fd3d2281d481909714f8d8cfe71514 |
completed | May 8, 2026, 1:32 a.m. |
| NEDg | Description generation | batch_69fd3ded77748190b35908e046ccce67 |
completed | May 8, 2026, 1:35 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69fd3e7425348190abf09c103cc17305 |
completed | May 8, 2026, 1:37 a.m. |
Created at: April 10, 2026, 1:11 a.m.