Triple
T9107603
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | UK maritime colleges |
E218514
|
entity |
| Predicate | offerQualification |
P78552
|
FINISHED |
| Object |
HNC in Nautical Science
HNC in Nautical Science is a UK higher national certificate program that provides foundational academic and practical training for careers in marine navigation and ship operations.
|
E218514
|
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: HNC in Nautical Science | Statement: [UK maritime colleges, offerQualification, HNC in Nautical Science]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: HNC in Nautical Science Context triple: [UK maritime colleges, offerQualification, HNC in Nautical Science]
-
A.
HNC
HNC is the National Rail station code for Hamilton Central railway station in South Lanarkshire, Scotland.
-
B.
HND
HND is the three-letter ISO 3166-1 alpha-3 country code assigned to Honduras.
-
C.
HND
HND is the IATA airport code for Tokyo International Airport, commonly known as Haneda Airport, one of Japan’s busiest and primary airports serving the Tokyo metropolitan area.
-
D.
UK maritime colleges
UK maritime colleges are specialized educational institutions in the United Kingdom that provide professional training and qualifications for seafaring and maritime industry careers.
-
E.
Solent Maritime
Solent Maritime is a coastal and marine ecoregion in southern England characterized by its estuaries, saltmarshes, mudflats, and diverse marine habitats.
- 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: HNC in Nautical Science Triple: [UK maritime colleges, offerQualification, HNC in Nautical Science]
Generated description
HNC in Nautical Science is a UK higher national certificate program that provides foundational academic and practical training for careers in marine navigation and ship operations.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: HNC in Nautical Science Target entity description: HNC in Nautical Science is a UK higher national certificate program that provides foundational academic and practical training for careers in marine navigation and ship operations.
-
A.
HNC
HNC is the National Rail station code for Hamilton Central railway station in South Lanarkshire, Scotland.
-
B.
HND
HND is the three-letter ISO 3166-1 alpha-3 country code assigned to Honduras.
-
C.
HND
HND is the IATA airport code for Tokyo International Airport, commonly known as Haneda Airport, one of Japan’s busiest and primary airports serving the Tokyo metropolitan area.
-
D.
UK maritime colleges
chosen
UK maritime colleges are specialized educational institutions in the United Kingdom that provide professional training and qualifications for seafaring and maritime industry careers.
-
E.
Solent Maritime
Solent Maritime is a coastal and marine ecoregion in southern England characterized by its estuaries, saltmarshes, mudflats, and diverse marine habitats.
- F. None of above.
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_69ca83db7448819090d0a5de842ef2ac |
completed | March 30, 2026, 2:08 p.m. |
| NER | Named-entity recognition | batch_69cca573da0081909f4afcdb3ac99c53 |
completed | April 1, 2026, 4:56 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d0302bfa00819097e752f1d0581d2d |
completed | April 3, 2026, 9:25 p.m. |
| NEDg | Description generation | batch_69d0343c1e78819084c7d2ca38f55529 |
completed | April 3, 2026, 9:42 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d034a46b088190b8c056eee73d4eaf |
completed | April 3, 2026, 9:44 p.m. |
Created at: March 30, 2026, 7:16 p.m.