Triple

T7081684
Position Surface form Disambiguated ID Type / Status
Subject Hôtel de Ville (Paris Métro) E164969 entity
Predicate line11RollingStock P74876 FINISHED
Object MP 59 trains (being replaced)
The MP 59 is an older generation of rubber-tyred Paris Métro rolling stock that has long served several lines and is now being phased out in favor of more modern trains.
E641244 NE FINISHED

How this triple was built (5 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: MP 59 trains (being replaced) | Statement: [Hôtel de Ville (Paris Métro), line11RollingStock, MP 59 trains (being replaced)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: MP 59 trains (being replaced)
Context triple: [Hôtel de Ville (Paris Métro), line11RollingStock, MP 59 trains (being replaced)]
  • A. MP 05 trains
    MP 05 trains are modern, rubber-tyred, automated metro trainsets used on several lines of the Paris Métro.
  • B. MP 89 trains
    MP 89 trains are a class of rubber-tyred, automated-capable Paris Métro rolling stock known for their modern design and use on several key lines of the network.
  • C. MP-68 trains
    MP-68 trains are a class of rubber-tyred metro rolling stock that have operated on Mexico City’s Metro system since the late 1960s.
  • D. MI 79 trainsets
    MI 79 trainsets are a class of dual-voltage electric multiple units designed for high-capacity suburban commuter service on the Paris RER network.
  • E. MP 14 trains
    MP 14 trains are a modern generation of rubber-tyred Paris Métro trains designed for automated operation, improved energy efficiency, and enhanced passenger comfort.
  • 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: MP 59 trains (being replaced)
Triple: [Hôtel de Ville (Paris Métro), line11RollingStock, MP 59 trains (being replaced)]
Generated description
The MP 59 is an older generation of rubber-tyred Paris Métro rolling stock that has long served several lines and is now being phased out in favor of more modern trains.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: MP 59 trains (being replaced)
Target entity description: The MP 59 is an older generation of rubber-tyred Paris Métro rolling stock that has long served several lines and is now being phased out in favor of more modern trains.
  • A. MP 05 trains
    MP 05 trains are modern, rubber-tyred, automated metro trainsets used on several lines of the Paris Métro.
  • B. MP 89 trains
    MP 89 trains are a class of rubber-tyred, automated-capable Paris Métro rolling stock known for their modern design and use on several key lines of the network.
  • C. MP-68 trains
    MP-68 trains are a class of rubber-tyred metro rolling stock that have operated on Mexico City’s Metro system since the late 1960s.
  • D. MI 79 trainsets
    MI 79 trainsets are a class of dual-voltage electric multiple units designed for high-capacity suburban commuter service on the Paris RER network.
  • E. MP 14 trains
    MP 14 trains are a modern generation of rubber-tyred Paris Métro trains designed for automated operation, improved energy efficiency, and enhanced passenger comfort.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: line11RollingStock
Context triple: [Hôtel de Ville (Paris Métro), line11RollingStock, MP 59 trains (being replaced)]
  • A. formerRollingStock
    Indicates that an entity was previously used as rolling stock (e.g., railway vehicles) but no longer serves in that capacity.
  • B. introducedRollingStock
    Indicates that an entity caused new rolling stock (such as trains or rail vehicles) to be put into service or use.
  • C. railcode
    Indicates that an entity is associated with a specific railway code used for identification or classification within a rail system.
  • D. ownedRollingStock
    Indicates that one entity possesses or has ownership rights over specific rolling stock (such as trains, railcars, or locomotives).
  • E. rollingStockType
    Indicates the specific category or type of railway rolling stock associated with an entity (e.g., locomotive, passenger car, freight wagon).
  • F. None of above. chosen

Provenance (7 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_69c6887cbc6c8190bdfac42d940f4d8a completed March 27, 2026, 1:39 p.m.
NER Named-entity recognition batch_69c6e4f1f5748190b214856bcfc70d81 completed March 27, 2026, 8:13 p.m.
NED1 Entity disambiguation (via context triple) batch_69c79477a79c81909b51175a24d17142 completed March 28, 2026, 8:42 a.m.
NEDg Description generation batch_69c798cd9e4c8190a9dc1176d60d2cf6 completed March 28, 2026, 9:01 a.m.
NED2 Entity disambiguation (via description) batch_69c799fae8608190b0cd94d59ab589a4 completed March 28, 2026, 9:06 a.m.
PD Predicate disambiguation batch_69c6e1bfcb948190a5ada74fb8c054cb completed March 27, 2026, 8 p.m.
PDg Predicate description generation batch_69c6e4a15b088190bee9a23e94aaac53 completed March 27, 2026, 8:12 p.m.
Created at: March 27, 2026, 2:40 p.m.