Triple
T10125234
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Midlands region of KwaZulu-Natal |
E226196
|
entity |
| Predicate | containsSettlement |
P847
|
FINISHED |
| Object |
Hilton
Hilton is a small town in South Africa’s KwaZulu-Natal province, known for its scenic Midlands setting and prestigious schools.
|
E498771
|
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: Hilton | Statement: [Midlands region of KwaZulu-Natal, containsSettlement, Hilton]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hilton Context triple: [Midlands region of KwaZulu-Natal, containsSettlement, Hilton]
-
A.
Hilton
Hilton is a village and civil parish in South Derbyshire, England, known for its rapid modern expansion and residential developments.
-
B.
Hilton Garden Inn
Hilton Garden Inn is a mid-priced, business-oriented hotel brand within the Hilton portfolio, known for its comfortable accommodations and amenities for both business and leisure travelers.
-
C.
Marriotts
Marriotts is likely a person or family name commemorated by having Marriotts Stadium named in their honor.
-
D.
Holiday Inn
Holiday Inn is a 1942 American musical film starring Bing Crosby and Fred Astaire, best known for introducing the classic song "White Christmas."
-
E.
Hilton Hotels Corporation
Hilton Hotels Corporation is a major American multinational hospitality company known for its global network of hotels and resorts across a wide range of market segments.
- 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: Hilton Triple: [Midlands region of KwaZulu-Natal, containsSettlement, Hilton]
Generated description
Hilton is a small town in South Africa’s KwaZulu-Natal province, known for its scenic Midlands setting and prestigious schools.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Hilton Target entity description: Hilton is a small town in South Africa’s KwaZulu-Natal province, known for its scenic Midlands setting and prestigious schools.
-
A.
Hilton
chosen
Hilton is a village and civil parish in South Derbyshire, England, known for its rapid modern expansion and residential developments.
-
B.
Hilton Garden Inn
Hilton Garden Inn is a mid-priced, business-oriented hotel brand within the Hilton portfolio, known for its comfortable accommodations and amenities for both business and leisure travelers.
-
C.
Marriotts
Marriotts is likely a person or family name commemorated by having Marriotts Stadium named in their honor.
-
D.
Holiday Inn
Holiday Inn is a 1942 American musical film starring Bing Crosby and Fred Astaire, best known for introducing the classic song "White Christmas."
-
E.
Hilton Hotels Corporation
Hilton Hotels Corporation is a major American multinational hospitality company known for its global network of hotels and resorts across a wide range of market segments.
- 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_69ca843057b48190a86730167f5d6b98 |
completed | March 30, 2026, 2:09 p.m. |
| NER | Named-entity recognition | batch_69cdd2ed85b4819097dfe89e044e1a90 |
completed | April 2, 2026, 2:22 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d317552b6081909a2e82e554a8f96e |
completed | April 6, 2026, 2:15 a.m. |
| NEDg | Description generation | batch_69d3183a8410819094e81fe9f43717b2 |
completed | April 6, 2026, 2:19 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69d318adfcb081909a3567f5327765ab |
completed | April 6, 2026, 2:21 a.m. |
Created at: March 30, 2026, 9:05 p.m.