Triple

T14982098
Position Surface form Disambiguated ID Type / Status
Subject Budapest suburban rail E373602 entity
Predicate hasOperator P179 FINISHED
Object GYSEV
GYSEV is a Hungarian-Austrian railway company that operates regional and international passenger and freight rail services, particularly in western Hungary and eastern Austria.
 E1130868 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: GYSEV | Statement: [Budapest suburban rail, hasOperator, GYSEV]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: GYSEV
Context triple: [Budapest suburban rail, hasOperator, GYSEV]
  • A. Hotlum Glacier
    Hotlum Glacier is a prominent mountain glacier on the northeastern flank of Mount Shasta in California, known as one of the mountain’s largest and most active ice masses.
  • B. Laxgalts’ap
    Laxgalts’ap is a Nisga’a village in northwestern British Columbia, Canada, known as one of the key communities within Nisga’a traditional territory.
  • C. Gosiute
    Gosiute is a dialect of the Shoshoni language traditionally spoken by the Goshute people of the Great Basin region in the western United States.
  • D. Kaministiquia
    Kaministiquia is a small rural community in northwestern Ontario, Canada, situated west of Thunder Bay along the Kaministiquia River.
  • E. Sanford Glacier
    Sanford Glacier is a prominent glacier flowing from the slopes of Mount Sanford in the Wrangell Mountains of eastern Alaska.
  • 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: GYSEV
Triple: [Budapest suburban rail, hasOperator, GYSEV]
Generated description
GYSEV is a Hungarian-Austrian railway company that operates regional and international passenger and freight rail services, particularly in western Hungary and eastern Austria.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: GYSEV
Target entity description: GYSEV is a Hungarian-Austrian railway company that operates regional and international passenger and freight rail services, particularly in western Hungary and eastern Austria.
  • A. Hotlum Glacier
    Hotlum Glacier is a prominent mountain glacier on the northeastern flank of Mount Shasta in California, known as one of the mountain’s largest and most active ice masses.
  • B. Laxgalts’ap
    Laxgalts’ap is a Nisga’a village in northwestern British Columbia, Canada, known as one of the key communities within Nisga’a traditional territory.
  • C. Gosiute
    Gosiute is a dialect of the Shoshoni language traditionally spoken by the Goshute people of the Great Basin region in the western United States.
  • D. Kaministiquia
    Kaministiquia is a small rural community in northwestern Ontario, Canada, situated west of Thunder Bay along the Kaministiquia River.
  • E. Sanford Glacier
    Sanford Glacier is a prominent glacier flowing from the slopes of Mount Sanford in the Wrangell Mountains of eastern Alaska.
  • 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_69d85ccbbcd48190acb56e7cf104d8ad completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69ded6fe42a081909308f788fdf024d5 completed April 15, 2026, 12:08 a.m.
NED1 Entity disambiguation (via context triple) batch_69fe8bef015c8190bdfb1b9144b2a55c completed May 9, 2026, 1:20 a.m.
NEDg Description generation batch_69fe8fec76848190b83c6399aaacda76 completed May 9, 2026, 1:37 a.m.
NED2 Entity disambiguation (via description) batch_69fe9090d23c8190b8a90e8ad8dacade completed May 9, 2026, 1:40 a.m.
Created at: April 10, 2026, 2:52 a.m.