Triple
T13914864
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | HNA Group |
E334594
|
entity |
| Predicate | owns |
P347
|
FINISHED |
| Object |
Gategroup
Gategroup is a global provider of airline catering, onboard services, and hospitality solutions for the aviation industry.
|
E1069071
|
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: Gategroup | Statement: [HNA Group, owns, Gategroup]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Gategroup Context triple: [HNA Group, owns, Gategroup]
-
A.
Wotif Group
Wotif Group is an online travel company best known for its hotel and accommodation booking platforms, particularly in the Australian and Asia-Pacific markets.
-
B.
Rove Hotels
Rove Hotels is a contemporary, budget-friendly hotel brand from Dubai known for its modern design, tech-savvy amenities, and focus on young, urban travelers.
-
C.
Fairfield group
The Fairfield group is a prominent cluster of fells in England's Lake District, centered on the mountain Fairfield and popular with hikers for its classic ridge walks and expansive views.
-
D.
InnVest Hotels
InnVest Hotels is a major Canadian hotel investment and management company that owns and operates a large portfolio of hotel properties across the country.
-
E.
Sabre Holdings
Sabre Holdings is a major travel technology and global distribution systems company that provides software and services to airlines, hotels, and travel agencies worldwide.
- 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: Gategroup Triple: [HNA Group, owns, Gategroup]
Generated description
Gategroup is a global provider of airline catering, onboard services, and hospitality solutions for the aviation industry.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Gategroup Target entity description: Gategroup is a global provider of airline catering, onboard services, and hospitality solutions for the aviation industry.
-
A.
Wotif Group
Wotif Group is an online travel company best known for its hotel and accommodation booking platforms, particularly in the Australian and Asia-Pacific markets.
-
B.
Rove Hotels
Rove Hotels is a contemporary, budget-friendly hotel brand from Dubai known for its modern design, tech-savvy amenities, and focus on young, urban travelers.
-
C.
Fairfield group
The Fairfield group is a prominent cluster of fells in England's Lake District, centered on the mountain Fairfield and popular with hikers for its classic ridge walks and expansive views.
-
D.
InnVest Hotels
InnVest Hotels is a major Canadian hotel investment and management company that owns and operates a large portfolio of hotel properties across the country.
-
E.
Sabre Holdings
Sabre Holdings is a major travel technology and global distribution systems company that provides software and services to airlines, hotels, and travel agencies worldwide.
- 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_69d81c5eaa9c819083b1ff8689179565 |
completed | April 9, 2026, 9:38 p.m. |
| NER | Named-entity recognition | batch_69de27260ae08190be45b4b15898e365 |
completed | April 14, 2026, 11:38 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f7c72a345481908f8552bca7bb1a5a |
completed | May 3, 2026, 10:07 p.m. |
| NEDg | Description generation | batch_69f7c8d477f881908f8cfd2783e7f10f |
completed | May 3, 2026, 10:14 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f7ca27ffd4819080bccd6bfd88ddb3 |
completed | May 3, 2026, 10:20 p.m. |
Created at: April 9, 2026, 10:16 p.m.