Triple

T15550817
Position Surface form Disambiguated ID Type / Status
Subject Tramway T13 Express E370737 entity
Predicate operator P179 FINISHED
Object Transkeo T13
Transkeo T13 is the transport operator responsible for running the Île-de-France Tramway T13 Express service.
E1163264 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: Transkeo T13 | Statement: [Tramway T13 Express, operator, Transkeo T13]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Transkeo T13
Context triple: [Tramway T13 Express, operator, Transkeo T13]
  • A. Soon-Tek
    Soon-Tek is the given name of Soon-Tek Oh, a Korean-American actor known for his roles in film, television, and voice acting.
  • B. Tatung
    Tatung are spirit-medium performers in Indonesian Chinese culture, especially prominent during Cap Go Meh celebrations, who enter trance states to carry out acts of ritual protection and blessing.
  • C. T-Modell
    The T-Modell is the station wagon variant of Mercedes-Benz passenger cars, offering extended cargo space and practicality compared to the sedan versions.
  • D. T-Engineering
    T-Engineering is an engineering firm known for its role in designing major infrastructure projects, including the Yavuz Sultan Selim Bridge in Turkey.
  • E. TX-12
    TX-12 is a United States congressional district in north-central Texas that includes much of Fort Worth and surrounding areas and elects a member to the U.S. House of Representatives.
  • 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: Transkeo T13
Triple: [Tramway T13 Express, operator, Transkeo T13]
Generated description
Transkeo T13 is the transport operator responsible for running the Île-de-France Tramway T13 Express service.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Transkeo T13
Target entity description: Transkeo T13 is the transport operator responsible for running the Île-de-France Tramway T13 Express service.
  • A. Soon-Tek
    Soon-Tek is the given name of Soon-Tek Oh, a Korean-American actor known for his roles in film, television, and voice acting.
  • B. Tatung
    Tatung are spirit-medium performers in Indonesian Chinese culture, especially prominent during Cap Go Meh celebrations, who enter trance states to carry out acts of ritual protection and blessing.
  • C. T-Modell
    The T-Modell is the station wagon variant of Mercedes-Benz passenger cars, offering extended cargo space and practicality compared to the sedan versions.
  • D. T-Engineering
    T-Engineering is an engineering firm known for its role in designing major infrastructure projects, including the Yavuz Sultan Selim Bridge in Turkey.
  • E. TX-12
    TX-12 is a United States congressional district in north-central Texas that includes much of Fort Worth and surrounding areas and elects a member to the U.S. House of Representatives.
  • 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_69d85cc6cf40819091f4a5facee1ebe6 completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69e04a9551288190a583e8291c35f521 completed April 16, 2026, 2:33 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff455dfbcc8190a93e90c59b2d3045 completed May 9, 2026, 2:31 p.m.
NEDg Description generation batch_69ff467e5d6c8190ba3bf6557e683233 completed May 9, 2026, 2:36 p.m.
NED2 Entity disambiguation (via description) batch_69ff470912bc8190a42ee312aca55872 completed May 9, 2026, 2:39 p.m.
Created at: April 10, 2026, 4:08 a.m.