Triple

T969772
Position Surface form Disambiguated ID Type / Status
Subject Montauk Branch E20918 entity
Predicate notableService P22 FINISHED
Object Cannonball express train to the Hamptons
The Cannonball express train to the Hamptons is a popular high-speed seasonal Long Island Rail Road service that carries New Yorkers to beach destinations on the South Fork of Long Island.
E114972 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: Cannonball express train to the Hamptons | Statement: [Montauk Branch, notableService, Cannonball express train to the Hamptons]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Cannonball express train to the Hamptons
Context triple: [Montauk Branch, notableService, Cannonball express train to the Hamptons]
  • A. Empire State Express
    Empire State Express was a famous New York Central Railroad passenger train known for its high-speed service between New York City and Buffalo in the late 19th and early 20th centuries.
  • B. Last Train to Paris
    Last Train to Paris is a 2010 concept album by Diddy – Dirty Money that blends hip hop, R&B, and electronic dance music into a narrative about love and heartbreak.
  • C. V-J Day in Times Square
    V-J Day in Times Square is an iconic 1945 photograph by Alfred Eisenstaedt capturing a U.S. sailor kissing a nurse in New York City's Times Square during celebrations marking the end of World War II.
  • D. Buffalo Express
    Buffalo Express was a 19th-century Buffalo, New York newspaper best known for employing Mark Twain as an editor and writer.
  • E. Lights of New York
    Lights of New York is a 1928 American crime film historically recognized as the first all-talking feature-length movie.
  • 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: Cannonball express train to the Hamptons
Triple: [Montauk Branch, notableService, Cannonball express train to the Hamptons]
Generated description
The Cannonball express train to the Hamptons is a popular high-speed seasonal Long Island Rail Road service that carries New Yorkers to beach destinations on the South Fork of Long Island.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Cannonball express train to the Hamptons
Target entity description: The Cannonball express train to the Hamptons is a popular high-speed seasonal Long Island Rail Road service that carries New Yorkers to beach destinations on the South Fork of Long Island.
  • A. Empire State Express
    Empire State Express was a famous New York Central Railroad passenger train known for its high-speed service between New York City and Buffalo in the late 19th and early 20th centuries.
  • B. Last Train to Paris
    Last Train to Paris is a 2010 concept album by Diddy – Dirty Money that blends hip hop, R&B, and electronic dance music into a narrative about love and heartbreak.
  • C. V-J Day in Times Square
    V-J Day in Times Square is an iconic 1945 photograph by Alfred Eisenstaedt capturing a U.S. sailor kissing a nurse in New York City's Times Square during celebrations marking the end of World War II.
  • D. Buffalo Express
    Buffalo Express was a 19th-century Buffalo, New York newspaper best known for employing Mark Twain as an editor and writer.
  • E. Lights of New York
    Lights of New York is a 1928 American crime film historically recognized as the first all-talking feature-length movie.
  • 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_69a493b33d2c81909c52c369d3ca8436 completed March 1, 2026, 7:29 p.m.
NER Named-entity recognition batch_69a4b75103688190a14342eef3842984 completed March 1, 2026, 10:01 p.m.
NED1 Entity disambiguation (via context triple) batch_69ac1707339081909c69c7c613eed383 completed March 7, 2026, 12:16 p.m.
NEDg Description generation batch_69ac1841a6188190bca3ab98eb169d47 completed March 7, 2026, 12:21 p.m.
NED2 Entity disambiguation (via description) batch_69ac18afee148190ac7431327588c31b completed March 7, 2026, 12:23 p.m.
Created at: March 1, 2026, 7:40 p.m.