Triple
T8205684
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | IMSAS |
E191680
|
entity |
| Predicate | relatedTo |
P37
|
FINISHED |
| Object |
IMO Instruments Implementation Code
The IMO Instruments Implementation Code is an International Maritime Organization framework that guides member states on how to effectively implement and enforce the organization’s mandatory instruments for safe, secure, and environmentally sound shipping.
|
E719403
|
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: IMO Instruments Implementation Code | Statement: [IMSAS, relatedTo, IMO Instruments Implementation Code]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: IMO Instruments Implementation Code Context triple: [IMSAS, relatedTo, IMO Instruments Implementation Code]
-
A.
ICAO Doc 7910
ICAO Doc 7910 is the International Civil Aviation Organization’s official publication that lists and standardizes four-letter location indicators for airports and other aviation facilities worldwide.
-
B.
Joint Aviation Requirements
Joint Aviation Requirements are a set of harmonized civil aviation safety and airworthiness standards used across multiple European countries to ensure consistent regulatory oversight.
-
C.
ICAO Doc 8126
ICAO Doc 8126 is an International Civil Aviation Organization manual that provides detailed procedures and guidance for the origination, handling, and distribution of Notices to Air Missions (NOTAMs) within the global aeronautical information service system.
-
D.
ICAO Doc 9303
ICAO Doc 9303 is an international standard issued by the International Civil Aviation Organization that defines the specifications for machine-readable travel documents, including biometric passports.
-
E.
ICAO Doc 8585
ICAO Doc 8585 is an International Civil Aviation Organization publication that defines and maintains standardized aircraft type designators and related coding used in global aviation operations and documentation.
- 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: IMO Instruments Implementation Code Triple: [IMSAS, relatedTo, IMO Instruments Implementation Code]
Generated description
The IMO Instruments Implementation Code is an International Maritime Organization framework that guides member states on how to effectively implement and enforce the organization’s mandatory instruments for safe, secure, and environmentally sound shipping.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: IMO Instruments Implementation Code Target entity description: The IMO Instruments Implementation Code is an International Maritime Organization framework that guides member states on how to effectively implement and enforce the organization’s mandatory instruments for safe, secure, and environmentally sound shipping.
-
A.
ICAO Doc 7910
ICAO Doc 7910 is the International Civil Aviation Organization’s official publication that lists and standardizes four-letter location indicators for airports and other aviation facilities worldwide.
-
B.
Joint Aviation Requirements
Joint Aviation Requirements are a set of harmonized civil aviation safety and airworthiness standards used across multiple European countries to ensure consistent regulatory oversight.
-
C.
ICAO Doc 8126
ICAO Doc 8126 is an International Civil Aviation Organization manual that provides detailed procedures and guidance for the origination, handling, and distribution of Notices to Air Missions (NOTAMs) within the global aeronautical information service system.
-
D.
ICAO Doc 9303
ICAO Doc 9303 is an international standard issued by the International Civil Aviation Organization that defines the specifications for machine-readable travel documents, including biometric passports.
-
E.
ICAO Doc 8585
ICAO Doc 8585 is an International Civil Aviation Organization publication that defines and maintains standardized aircraft type designators and related coding used in global aviation operations and documentation.
- 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_69ca82c7f3e08190857bf1fc63b2a10c |
completed | March 30, 2026, 2:03 p.m. |
| NER | Named-entity recognition | batch_69cb726a301c8190a4b2d3d184b7e448 |
completed | March 31, 2026, 7:06 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ccedd27bc08190a8109217069a8978 |
completed | April 1, 2026, 10:05 a.m. |
| NEDg | Description generation | batch_69ccf1b818588190936f96d53bf08c2b |
completed | April 1, 2026, 10:21 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69cd05c2059081908bd04ee4722f9aad |
completed | April 1, 2026, 11:47 a.m. |
Created at: March 30, 2026, 5:43 p.m.