Triple
T18873613
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | UN Recommendations on the Transport of Dangerous Goods |
E461628
|
entity |
| Predicate | influences |
P9
|
FINISHED |
| Object |
IATA Dangerous Goods Regulations
The IATA Dangerous Goods Regulations are a globally recognized industry standard that detail how to safely classify, package, label, document, and transport hazardous materials by air.
|
E1347562
|
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: IATA Dangerous Goods Regulations | Statement: [UN Recommendations on the Transport of Dangerous Goods, influences, IATA Dangerous Goods Regulations]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: IATA Dangerous Goods Regulations Context triple: [UN Recommendations on the Transport of Dangerous Goods, influences, IATA Dangerous Goods Regulations]
-
A.
International Civil Aviation Organization Technical Instructions
The International Civil Aviation Organization Technical Instructions are globally recognized regulations that prescribe detailed requirements for the safe transport of dangerous goods by air.
-
B.
ICAO Annex 9
ICAO Annex 9 is an international civil aviation standard issued by the International Civil Aviation Organization that sets out rules and recommended practices to streamline border control, customs, immigration, and other facilitation procedures for air transport.
-
C.
International Maritime Dangerous Goods Code
The International Maritime Dangerous Goods Code is a globally recognized set of regulations that governs the safe transport of hazardous materials by sea, including classification, packaging, labeling, and documentation requirements.
-
D.
ICAO Annex 3
ICAO Annex 3 is an international aviation standard issued by the International Civil Aviation Organization that defines requirements for meteorological services and information to support safe and efficient air navigation.
-
E.
ICAO Annex 1
ICAO Annex 1 is an international civil aviation standard issued by the International Civil Aviation Organization that sets the requirements and procedures for licensing aviation personnel such as pilots, air traffic controllers, and aircraft maintenance engineers.
- 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: IATA Dangerous Goods Regulations Triple: [UN Recommendations on the Transport of Dangerous Goods, influences, IATA Dangerous Goods Regulations]
Generated description
The IATA Dangerous Goods Regulations are a globally recognized industry standard that detail how to safely classify, package, label, document, and transport hazardous materials by air.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: IATA Dangerous Goods Regulations Target entity description: The IATA Dangerous Goods Regulations are a globally recognized industry standard that detail how to safely classify, package, label, document, and transport hazardous materials by air.
-
A.
International Civil Aviation Organization Technical Instructions
The International Civil Aviation Organization Technical Instructions are globally recognized regulations that prescribe detailed requirements for the safe transport of dangerous goods by air.
-
B.
ICAO Annex 9
ICAO Annex 9 is an international civil aviation standard issued by the International Civil Aviation Organization that sets out rules and recommended practices to streamline border control, customs, immigration, and other facilitation procedures for air transport.
-
C.
International Maritime Dangerous Goods Code
The International Maritime Dangerous Goods Code is a globally recognized set of regulations that governs the safe transport of hazardous materials by sea, including classification, packaging, labeling, and documentation requirements.
-
D.
ICAO Annex 3
ICAO Annex 3 is an international aviation standard issued by the International Civil Aviation Organization that defines requirements for meteorological services and information to support safe and efficient air navigation.
-
E.
ICAO Annex 1
ICAO Annex 1 is an international civil aviation standard issued by the International Civil Aviation Organization that sets the requirements and procedures for licensing aviation personnel such as pilots, air traffic controllers, and aircraft maintenance engineers.
- 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_69d8dcfb7b9c8190854e7b171b98ea2e |
completed | April 10, 2026, 11:20 a.m. |
| NER | Named-entity recognition | batch_69e5c2ab4bb4819086ae98a38dd9b11b |
completed | April 20, 2026, 6:07 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0575bfc9988190bc72525ab30cf498 |
completed | May 14, 2026, 7:12 a.m. |
| NEDg | Description generation | batch_6a057803e99481909c6ed82014a169d0 |
completed | May 14, 2026, 7:21 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a05785d1e08819097299cf6d9e90035 |
completed | May 14, 2026, 7:23 a.m. |
Created at: April 10, 2026, 11:57 a.m.