Triple

T8516982
Position Surface form Disambiguated ID Type / Status
Subject Bamboo Airways E201595 entity
Predicate notableInternationalRoute P47625 FINISHED
Object Hanoi–Frankfurt
Hanoi–Frankfurt is a long-haul international air route linking Vietnam’s capital with one of Germany’s major financial and transport hubs.
 E738934 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: Hanoi–Frankfurt | Statement: [Bamboo Airways, notableInternationalRoute, Hanoi–Frankfurt]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Hanoi–Frankfurt
Context triple: [Bamboo Airways, notableInternationalRoute, Hanoi–Frankfurt]
  • A. Seoul–Frankfurt
    Seoul–Frankfurt is an intercontinental air route linking South Korea’s capital with one of Germany’s major financial and transport hubs.
  • B. Frankfurt–Paris
    Frankfurt–Paris is a major international high-speed rail connection linking Germany and France, commonly served by InterCityExpress (ICE) trains.
  • C. Frankfurt–Brussels
    Frankfurt–Brussels is a major international high-speed rail route linking Germany and Belgium, commonly served by InterCityExpress (ICE) trains.
  • D. Vienna–Hamburg
    Vienna–Hamburg is an international overnight rail connection linking Austria’s capital with the major German port city of Hamburg.
  • E. Vienna–Amsterdam
    Vienna–Amsterdam is an international overnight train route connecting Austria’s capital with the Netherlands’ largest city.
  • 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: Hanoi–Frankfurt
Triple: [Bamboo Airways, notableInternationalRoute, Hanoi–Frankfurt]
Generated description
Hanoi–Frankfurt is a long-haul international air route linking Vietnam’s capital with one of Germany’s major financial and transport hubs.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Hanoi–Frankfurt
Target entity description: Hanoi–Frankfurt is a long-haul international air route linking Vietnam’s capital with one of Germany’s major financial and transport hubs.
  • A. Seoul–Frankfurt
    Seoul–Frankfurt is an intercontinental air route linking South Korea’s capital with one of Germany’s major financial and transport hubs.
  • B. Frankfurt–Paris
    Frankfurt–Paris is a major international high-speed rail connection linking Germany and France, commonly served by InterCityExpress (ICE) trains.
  • C. Frankfurt–Brussels
    Frankfurt–Brussels is a major international high-speed rail route linking Germany and Belgium, commonly served by InterCityExpress (ICE) trains.
  • D. Vienna–Hamburg
    Vienna–Hamburg is an international overnight rail connection linking Austria’s capital with the major German port city of Hamburg.
  • E. Vienna–Amsterdam
    Vienna–Amsterdam is an international overnight train route connecting Austria’s capital with the Netherlands’ largest city.
  • 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_69ca8321bb44819081b74df0b710276d completed March 30, 2026, 2:05 p.m.
NER Named-entity recognition batch_69cc4578d9c8819096b3853d01c3ec11 completed March 31, 2026, 10:06 p.m.
NED1 Entity disambiguation (via context triple) batch_69ce4e65419481909e787066fd069565 completed April 2, 2026, 11:09 a.m.
NEDg Description generation batch_69ce4ffac8a08190bc2131c0d260ca39 completed April 2, 2026, 11:16 a.m.
NED2 Entity disambiguation (via description) batch_69ce5117c7508190b74821d029d226c6 completed April 2, 2026, 11:20 a.m.
Created at: March 30, 2026, 6:15 p.m.