Triple
T2185009
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | HKS Hospitality |
E49130
|
entity |
| Predicate | belongsTo |
P35
|
FINISHED |
| Object | HKS, Inc. Hospitality group |
E49130
|
NE FINISHED |
How this triple was built (2 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: HKS, Inc. Hospitality group | Statement: [HKS Hospitality, belongsTo, HKS, Inc. Hospitality group]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: HKS, Inc. Hospitality group Context triple: [HKS Hospitality, belongsTo, HKS, Inc. Hospitality group]
-
A.
HKS Hospitality
chosen
HKS Hospitality is a specialized division of the global architecture firm HKS, Inc. focused on designing hotels, resorts, and other hospitality-related environments.
-
B.
HKS, Inc.
HKS, Inc. is a global architecture firm known for designing major sports, entertainment, and commercial venues.
-
C.
HKS
HKS is the Harvard Kennedy School, a leading public policy and public administration graduate school at Harvard University.
-
D.
The Kitchen Restaurant Group
The Kitchen Restaurant Group is a mission-driven American restaurant company focused on community-oriented, sustainably sourced food, co-founded by entrepreneur and philanthropist Kimbal Musk.
-
E.
Katara Hospitality
Katara Hospitality is a Qatar-based global hotel owner, developer, and operator known for its portfolio of luxury and iconic properties around the world.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69a88aa72d348190a9544bb5b8a4e71d |
completed | March 4, 2026, 7:40 p.m. |
| NER | Named-entity recognition | batch_69abbf1009788190973cf94db68fbb6b |
completed | March 7, 2026, 6 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae5da963308190bcd0918b8317b3f6 |
completed | March 9, 2026, 5:42 a.m. |
Created at: March 4, 2026, 7:45 p.m.