Triple

T15258009
Position Surface form Disambiguated ID Type / Status
Subject Trenitalia E364696 entity
Predicate fleet P6198 FINISHED
Object Rock EMU
Rock EMU is a modern electric multiple unit train used by Trenitalia for regional passenger services in Italy.
E1146936 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: Rock EMU | Statement: [Trenitalia, fleet, Rock EMU]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Rock EMU
Context triple: [Trenitalia, fleet, Rock EMU]
  • A. KISS EMU
    KISS EMU is a type of modern electric multiple unit passenger train from Stadler’s KISS family, designed for high-capacity, efficient regional and commuter rail service.
  • B. Z 6400 EMU (historically)
    The Z 6400 is a class of French electric multiple units that formerly operated suburban commuter services around Paris, notably on Transilien lines, before being gradually retired from regular service.
  • C. Rejuvenation EMU
    Rejuvenation EMU is a high-speed electric multiple unit train used in China’s Fuxing series, known for its advanced technology and fast intercity service.
  • D. Rock Rail
    Rock Rail is a UK-based rolling stock leasing company that finances and owns modern passenger train fleets for operation on the British rail network.
  • E. EMD
    EMD is the National Rail station code for East Midlands Parkway railway station in England.
  • 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: Rock EMU
Triple: [Trenitalia, fleet, Rock EMU]
Generated description
Rock EMU is a modern electric multiple unit train used by Trenitalia for regional passenger services in Italy.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Rock EMU
Target entity description: Rock EMU is a modern electric multiple unit train used by Trenitalia for regional passenger services in Italy.
  • A. KISS EMU
    KISS EMU is a type of modern electric multiple unit passenger train from Stadler’s KISS family, designed for high-capacity, efficient regional and commuter rail service.
  • B. Z 6400 EMU (historically)
    The Z 6400 is a class of French electric multiple units that formerly operated suburban commuter services around Paris, notably on Transilien lines, before being gradually retired from regular service.
  • C. Rejuvenation EMU
    Rejuvenation EMU is a high-speed electric multiple unit train used in China’s Fuxing series, known for its advanced technology and fast intercity service.
  • D. Rock Rail
    Rock Rail is a UK-based rolling stock leasing company that finances and owns modern passenger train fleets for operation on the British rail network.
  • E. EMD
    EMD is an industry-standard electronic document used in air travel to record and manage ancillary services and fees such as baggage, seat selection, and other optional charges.
  • 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_69d85a0f08408190b3c3259ae35d79d2 completed April 10, 2026, 2:01 a.m.
NER Named-entity recognition batch_69e0084d11148190919eef8e55569bb9 completed April 15, 2026, 9:51 p.m.
NED1 Entity disambiguation (via context triple) batch_69fee5f9a0708190bc429692788a63d7 completed May 9, 2026, 7:44 a.m.
NEDg Description generation batch_69fee6b1a29481908c5c945ef801468d completed May 9, 2026, 7:48 a.m.
NED2 Entity disambiguation (via description) batch_69fee7b5e3f0819091246455e239996a completed May 9, 2026, 7:52 a.m.
Created at: April 10, 2026, 3:13 a.m.