Triple

T6473369
Position Surface form Disambiguated ID Type / Status
Subject Stadler Rail E146008 entity
Predicate brand P1500 FINISHED
Object FLIRT
FLIRT is a family of modern, low-floor electric and diesel multiple-unit trains produced by Stadler Rail for regional and intercity passenger service.
 E595576 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: FLIRT | Statement: [Stadler Rail, brand, FLIRT]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: FLIRT
Context triple: [Stadler Rail, brand, FLIRT]
  • A. Sexy Love
    "Sexy Love" is an R&B ballad by American singer Ne-Yo, known for its smooth melody and romantic lyrics, released as a single from his debut album "In My Own Words."
  • B. Love Affair
    Love Affair is a classic 1939 romantic drama film about two strangers who fall in love on an ocean liner and agree to reunite later, a story so enduring it inspired the famous remake An Affair to Remember.
  • C. Love Affair
    Love Affair is a 1994 romantic drama film starring Warren Beatty and Annette Bening, known as a remake of the classic 1939 movie of the same name.
  • D. Flipt
    Flipt is a casual dining restaurant located inside Rivers Casino Des Plaines, known for serving classic American comfort food like burgers and sandwiches.
  • E. The Wallflower
    "The Wallflower" is a 1955 R&B song by Etta James, also known as "Roll with Me, Henry," that became one of her early breakout hits and a classic of the genre.
  • 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: FLIRT
Triple: [Stadler Rail, brand, FLIRT]
Generated description
FLIRT is a family of modern, low-floor electric and diesel multiple-unit trains produced by Stadler Rail for regional and intercity passenger service.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: FLIRT
Target entity description: FLIRT is a family of modern, low-floor electric and diesel multiple-unit trains produced by Stadler Rail for regional and intercity passenger service.
  • A. Sexy Love
    "Sexy Love" is an R&B ballad by American singer Ne-Yo, known for its smooth melody and romantic lyrics, released as a single from his debut album "In My Own Words."
  • B. Love Affair
    Love Affair is a classic 1939 romantic drama film about two strangers who fall in love on an ocean liner and agree to reunite later, a story so enduring it inspired the famous remake An Affair to Remember.
  • C. Love Affair
    Love Affair is a 1994 romantic drama film starring Warren Beatty and Annette Bening, known as a remake of the classic 1939 movie of the same name.
  • D. Flipt
    Flipt is a casual dining restaurant located inside Rivers Casino Des Plaines, known for serving classic American comfort food like burgers and sandwiches.
  • E. The Wallflower
    "The Wallflower" is a 1955 R&B song by Etta James, also known as "Roll with Me, Henry," that became one of her early breakout hits and a classic of the genre.
  • 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_69c008fec7408190af7b146dc63d9750 completed March 22, 2026, 3:21 p.m.
NER Named-entity recognition batch_69c06a32c0188190bcb3c35fc1d796a6 completed March 22, 2026, 10:16 p.m.
NED1 Entity disambiguation (via context triple) batch_69c653a2b2508190a3691412f853ed6f completed March 27, 2026, 9:53 a.m.
NEDg Description generation batch_69c6552b90848190961250b1e64595e1 completed March 27, 2026, 10 a.m.
NED2 Entity disambiguation (via description) batch_69c655bce7548190b4c5661a7aaa77e1 completed March 27, 2026, 10:02 a.m.
Created at: March 22, 2026, 4:50 p.m.