Triple

T18609961
Position Surface form Disambiguated ID Type / Status
Subject Eric Michael Hilton E454865 entity
Predicate familyName P18 FINISHED
Object Hilton
Hilton is a prominent global hospitality company best known for its extensive portfolio of hotels and resorts operating under the Hilton Hotels & Resorts brand and related brands worldwide.
 E1003741 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: [Eric Michael Hilton, familyName, Hilton]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Hilton
Context triple: [Eric Michael Hilton, familyName, 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
    Hilton is a global hospitality company that operates a worldwide portfolio of hotels and resorts across multiple brands.
  • C. Hilton
    Hilton is an inner-western suburb of Adelaide in South Australia, known for its proximity to the city centre and mixed residential–commercial character.
  • D. Hyatt
    Hyatt is a global hospitality company known for its upscale and luxury hotels, resorts, and branded properties around the world.
  • E. Hyatt
    Hyatt is a surname most notably associated with Alpheus Hyatt, an American zoologist and paleontologist known for his work on evolutionary theory and cephalopods.
  • 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: [Eric Michael Hilton, familyName, Hilton]
Generated description
Hilton is a prominent global hospitality company best known for its extensive portfolio of hotels and resorts operating under the Hilton Hotels & Resorts brand and related brands worldwide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Hilton
Target entity description: Hilton is a prominent global hospitality company best known for its extensive portfolio of hotels and resorts operating under the Hilton Hotels & Resorts brand and related brands worldwide.
  • A. Hilton
    Hilton is a village and civil parish in South Derbyshire, England, known for its rapid modern expansion and residential developments.
  • B. Hilton chosen
    Hilton is a global hospitality company that operates a worldwide portfolio of hotels and resorts across multiple brands.
  • C. Hilton
    Hilton is an inner-western suburb of Adelaide in South Australia, known for its proximity to the city centre and mixed residential–commercial character.
  • D. Hyatt
    Hyatt is a surname most notably associated with Alpheus Hyatt, an American zoologist and paleontologist known for his work on evolutionary theory and cephalopods.
  • E. Hyatt
    Hyatt is a global hospitality company known for its upscale and luxury hotels, resorts, and branded properties around the world.
  • 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_69d8d38bbe7c8190bdec3138e7d413c9 completed April 10, 2026, 10:40 a.m.
NER Named-entity recognition batch_69e54d0048b08190a7dd407f14d95799 completed April 19, 2026, 9:45 p.m.
NED1 Entity disambiguation (via context triple) batch_6a052b240dfc81908d038c67d21cf724 completed May 14, 2026, 1:53 a.m.
NEDg Description generation batch_6a052c1af8408190847dc533097b3791 completed May 14, 2026, 1:57 a.m.
NED2 Entity disambiguation (via description) batch_6a052ccec4d081908df62f08eac157d5 completed May 14, 2026, 2 a.m.
Created at: April 10, 2026, 11:45 a.m.