Triple

T19884504
Position Surface form Disambiguated ID Type / Status
Subject The Ritz-Carlton Hotel Company E477860 entity
Predicate hasKeyConcept P533 FINISHED
Object Three Steps of Service
Three Steps of Service is the Ritz-Carlton’s signature service philosophy outlining how staff should consistently welcome, engage with, and bid farewell to guests to create exceptional experiences.
 E1399488 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: Three Steps of Service | Statement: [The Ritz-Carlton Hotel Company, hasKeyConcept, Three Steps of Service]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Three Steps of Service
Context triple: [The Ritz-Carlton Hotel Company, hasKeyConcept, Three Steps of Service]
  • A. 5 Steps
    "5 Steps" is an R&B ballad by Dru Hill that showcases the group's emotive harmonies and became one of their signature songs in the late 1990s.
  • B. In Step
    "In Step" is a 1989 blues-rock album by Stevie Ray Vaughan and Double Trouble, widely regarded as one of Vaughan's finest and most mature works, reflecting his recovery from addiction.
  • C. Step by Step
    "Step by Step" is a 1990 pop song by New Kids on the Block that became one of their biggest hits and a defining track of early ’90s teen pop.
  • D. Step by Step
    "Step by Step" is a notable work associated with American actress, model, and singer Shari Belafonte, contributing to her recognition in entertainment.
  • E. Step by Step
    Step by Step is a 1985 jazz fusion album by keyboardist Jeff Lorber that blends smooth jazz, R&B, and funk elements.
  • 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: Three Steps of Service
Triple: [The Ritz-Carlton Hotel Company, hasKeyConcept, Three Steps of Service]
Generated description
Three Steps of Service is the Ritz-Carlton’s signature service philosophy outlining how staff should consistently welcome, engage with, and bid farewell to guests to create exceptional experiences.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Three Steps of Service
Target entity description: Three Steps of Service is the Ritz-Carlton’s signature service philosophy outlining how staff should consistently welcome, engage with, and bid farewell to guests to create exceptional experiences.
  • A. 5 Steps
    "5 Steps" is an R&B ballad by Dru Hill that showcases the group's emotive harmonies and became one of their signature songs in the late 1990s.
  • B. In Step
    "In Step" is a 1989 blues-rock album by Stevie Ray Vaughan and Double Trouble, widely regarded as one of Vaughan's finest and most mature works, reflecting his recovery from addiction.
  • C. Step by Step
    Step by Step is a 1985 jazz fusion album by keyboardist Jeff Lorber that blends smooth jazz, R&B, and funk elements.
  • D. Step by Step
    "Step by Step" is a notable work associated with American actress, model, and singer Shari Belafonte, contributing to her recognition in entertainment.
  • E. Step by Step
    "Step by Step" is a 1990 pop song by New Kids on the Block that became one of their biggest hits and a defining track of early ’90s teen pop.
  • 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_69d8e51f32b08190b3687f4f60353250 completed April 10, 2026, 11:55 a.m.
NER Named-entity recognition batch_69e659093df081909d3be9c3caeb79ba completed April 20, 2026, 4:49 p.m.
NED1 Entity disambiguation (via context triple) batch_6a07dbcf6f7c8190901a78dfd4cf6b4d completed May 16, 2026, 2:51 a.m.
NEDg Description generation batch_6a07dce009a48190ad0a2bb48e49002a completed May 16, 2026, 2:56 a.m.
NED2 Entity disambiguation (via description) batch_6a07dd57f9548190b6b7e909eccbbfa9 completed May 16, 2026, 2:58 a.m.
Created at: April 10, 2026, 1:52 p.m.