Triple

T13533448
Position Surface form Disambiguated ID Type / Status
Subject Marseille-Saint-Charles station E323196 entity
Predicate hasStationCode P1289 FINISHED
Object FRMRS
FRMRS is the official railway station code used to identify Marseille-Saint-Charles, the main train station in Marseille, France.
E1047570 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: FRMRS | Statement: [Marseille-Saint-Charles station, hasStationCode, FRMRS]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: FRMRS
Context triple: [Marseille-Saint-Charles station, hasStationCode, FRMRS]
  • A. 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.
  • B. FRMF
    FRMF is the abbreviation for the Royal Moroccan Football Federation, the governing body of football in Morocco.
  • C. FRM
    FRM is the National Rail station code for Fareham railway station in Hampshire, England.
  • D. FRSA
    FRSA is the post-nominal designation for a Fellow of the Royal Society of Arts, an honor recognizing significant contributions to social progress and development in the arts, manufacturing, and commerce.
  • E. FRS
    FRS is the post-nominal title used by Fellows of the Royal Society, denoting distinguished scientists elected to the United Kingdom’s national academy of sciences.
  • 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: FRMRS
Triple: [Marseille-Saint-Charles station, hasStationCode, FRMRS]
Generated description
FRMRS is the official railway station code used to identify Marseille-Saint-Charles, the main train station in Marseille, France.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: FRMRS
Target entity description: FRMRS is the official railway station code used to identify Marseille-Saint-Charles, the main train station in Marseille, France.
  • A. 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.
  • B. FRMF
    FRMF is the abbreviation for the Royal Moroccan Football Federation, the governing body of football in Morocco.
  • C. FRM
    FRM is the National Rail station code for Fareham railway station in Hampshire, England.
  • D. FRSA
    FRSA is the post-nominal designation for a Fellow of the Royal Society of Arts, an honor recognizing significant contributions to social progress and development in the arts, manufacturing, and commerce.
  • E. FRS
    FRS is the post-nominal title used by Fellows of the Royal Society, denoting distinguished scientists elected to the United Kingdom’s national academy of sciences.
  • 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_69d8076776248190bdf0d4fa1f85a5fc completed April 9, 2026, 8:09 p.m.
NER Named-entity recognition batch_69dbafbb34548190a6b44faa48125cd4 completed April 12, 2026, 2:44 p.m.
NED1 Entity disambiguation (via context triple) batch_69f75d980cac8190a7f7fda56abda361 completed May 3, 2026, 2:37 p.m.
NEDg Description generation batch_69f761d2a944819088965af57d5119a7 completed May 3, 2026, 2:55 p.m.
NED2 Entity disambiguation (via description) batch_69f7624278388190a7edf96f7c298d2d completed May 3, 2026, 2:57 p.m.
Created at: April 9, 2026, 9:44 p.m.