Triple

T11548428
Position Surface form Disambiguated ID Type / Status
Subject GSM-R E273829 entity
Predicate successorPlannedAs P7979 FINISHED
Object FRMCS
FRMCS (Future Railway Mobile Communication System) is the next-generation global communication standard for railways, designed to replace GSM-R with a more flexible, IP-based, and mission-critical capable system.
 E932203 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: FRMCS | Statement: [GSM-R, successorPlannedAs, FRMCS]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: FRMCS
Context triple: [GSM-R, successorPlannedAs, FRMCS]
  • A. FRM
    FRM is the National Rail station code for Fareham railway station in Hampshire, England.
  • B. FRMF
    FRMF is the abbreviation for the Royal Moroccan Football Federation, the governing body of football in Morocco.
  • C. MCSFR
    MCSFR is a specialized U.S. Marine Corps regiment responsible for providing security to critical naval installations, strategic assets, and high-value facilities worldwide.
  • D. RMSC
    RMSC is the Rose M. Singer Center, a women’s jail facility located on Rikers Island in New York City.
  • E. DFMS
    DFMS is the commonly used acronym for the Domestic and Foreign Missionary Society, the corporate and legal entity that carries out the mission work and administrative functions of The Episcopal Church in the United States and abroad.
  • 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: FRMCS
Triple: [GSM-R, successorPlannedAs, FRMCS]
Generated description
FRMCS (Future Railway Mobile Communication System) is the next-generation global communication standard for railways, designed to replace GSM-R with a more flexible, IP-based, and mission-critical capable system.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: FRMCS
Target entity description: FRMCS (Future Railway Mobile Communication System) is the next-generation global communication standard for railways, designed to replace GSM-R with a more flexible, IP-based, and mission-critical capable system.
  • A. FRM
    FRM is the National Rail station code for Fareham railway station in Hampshire, England.
  • B. FRMF
    FRMF is the abbreviation for the Royal Moroccan Football Federation, the governing body of football in Morocco.
  • C. MCSFR
    MCSFR is a specialized U.S. Marine Corps regiment responsible for providing security to critical naval installations, strategic assets, and high-value facilities worldwide.
  • D. RMSC
    RMSC is the Rose M. Singer Center, a women’s jail facility located on Rikers Island in New York City.
  • E. DFMS
    DFMS is the commonly used acronym for the Domestic and Foreign Missionary Society, the corporate and legal entity that carries out the mission work and administrative functions of The Episcopal Church in the United States and abroad.
  • 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_69d6aae4dfa48190a3ab0b19a159a3c5 completed April 8, 2026, 7:22 p.m.
NER Named-entity recognition batch_69d886e615b08190a072924329a94a6a completed April 10, 2026, 5:13 a.m.
NED1 Entity disambiguation (via context triple) batch_69e685e7e6488190a3704e2028df5add completed April 20, 2026, 8 p.m.
NEDg Description generation batch_69e68fdacb688190aa52e02bf1816a75 completed April 20, 2026, 8:43 p.m.
NED2 Entity disambiguation (via description) batch_69e6b7d683448190b7557bffd92b3ad6 completed April 20, 2026, 11:33 p.m.
Created at: April 8, 2026, 9:37 p.m.