Triple
T18161817
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Greg Maffei |
E434783
|
entity |
| Predicate | employer |
P7
|
FINISHED |
| Object |
Liberty TripAdvisor Holdings
Liberty TripAdvisor Holdings is a holding company that owns a controlling interest in online travel giant Tripadvisor, Inc.
|
E1310308
|
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: Liberty TripAdvisor Holdings | Statement: [Greg Maffei, employer, Liberty TripAdvisor Holdings]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Liberty TripAdvisor Holdings Context triple: [Greg Maffei, employer, Liberty TripAdvisor Holdings]
-
A.
Booking Holdings
Booking Holdings is a leading global online travel and related services company that operates major brands such as Booking.com, Priceline, and Kayak.
-
B.
Expedia Group
Expedia Group is a leading American online travel and technology company that operates numerous global travel fare aggregators and travel metasearch engines.
-
C.
Priceline
Priceline is a major online travel agency known for offering discounted rates on flights, hotels, rental cars, and vacation packages.
-
D.
Liberty Properties
Liberty Properties is a commercial real estate and property management company whose name is used in the sponsorship of Liberty Stadium.
-
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: Liberty TripAdvisor Holdings Triple: [Greg Maffei, employer, Liberty TripAdvisor Holdings]
Generated description
Liberty TripAdvisor Holdings is a holding company that owns a controlling interest in online travel giant Tripadvisor, Inc.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Liberty TripAdvisor Holdings Target entity description: Liberty TripAdvisor Holdings is a holding company that owns a controlling interest in online travel giant Tripadvisor, Inc.
-
A.
Booking Holdings
Booking Holdings is a leading global online travel and related services company that operates major brands such as Booking.com, Priceline, and Kayak.
-
B.
Expedia Group
Expedia Group is a leading American online travel and technology company that operates numerous global travel fare aggregators and travel metasearch engines.
-
C.
Priceline
Priceline is a major online travel agency known for offering discounted rates on flights, hotels, rental cars, and vacation packages.
-
D.
Liberty Properties
Liberty Properties is a commercial real estate and property management company whose name is used in the sponsorship of Liberty Stadium.
-
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_69d8b90b7a188190b3fc7b8d4a6cd20a |
completed | April 10, 2026, 8:47 a.m. |
| NER | Named-entity recognition | batch_69e4dec32530819099d906640a07e92c |
completed | April 19, 2026, 1:55 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a038fc09ae881908ff6e7e8226a19bc |
completed | May 12, 2026, 8:38 p.m. |
| NEDg | Description generation | batch_6a03916ab19081909ad8a52c27b4e65e |
completed | May 12, 2026, 8:45 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0392118b84819081252eb438ed5654 |
completed | May 12, 2026, 8:48 p.m. |
Created at: April 10, 2026, 10:30 a.m.