Triple

T6715786
Position Surface form Disambiguated ID Type / Status
Subject Gemmayzeh E153263 entity
Predicate transportAccess P1288 FINISHED
Object Charles Helou bus station
Charles Helou bus station is a major intercity and regional bus terminal in Beirut, Lebanon, serving as a key hub for transportation within the country and to neighboring regions.
E613381 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: Charles Helou bus station | Statement: [Gemmayzeh, transportAccess, Charles Helou bus station]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Charles Helou bus station
Context triple: [Gemmayzeh, transportAccess, Charles Helou bus station]
  • A. Naha Bus Terminal
    Naha Bus Terminal is a major public transportation hub in Naha, Okinawa, serving as a central point for local and intercity bus services.
  • B. Hôtel de Ville metro station
    Hôtel de Ville metro station is a major Paris Métro interchange in the city center, serving lines 1 and 11 near the historic city hall and the Marais district.
  • C. Blackwood Bus Station
    Blackwood Bus Station is the main public transport hub in the town of Blackwood, Wales, providing local and regional bus services for commuters and visitors.
  • D. Haifa Hof HaCarmel bus terminal
    Haifa Hof HaCarmel bus terminal is a major public transportation hub in Haifa, Israel, serving as a central interchange point for urban and intercity bus services near the city’s southern entrance and Carmel Beach area.
  • E. City Centre Transit Terminal
    City Centre Transit Terminal is a major bus transit hub in Mississauga, Ontario, serving as a key interchange point for MiWay routes and regional connections.
  • 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: Charles Helou bus station
Triple: [Gemmayzeh, transportAccess, Charles Helou bus station]
Generated description
Charles Helou bus station is a major intercity and regional bus terminal in Beirut, Lebanon, serving as a key hub for transportation within the country and to neighboring regions.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Charles Helou bus station
Target entity description: Charles Helou bus station is a major intercity and regional bus terminal in Beirut, Lebanon, serving as a key hub for transportation within the country and to neighboring regions.
  • A. Naha Bus Terminal
    Naha Bus Terminal is a major public transportation hub in Naha, Okinawa, serving as a central point for local and intercity bus services.
  • B. Hôtel de Ville metro station
    Hôtel de Ville metro station is a major Paris Métro interchange in the city center, serving lines 1 and 11 near the historic city hall and the Marais district.
  • C. Blackwood Bus Station
    Blackwood Bus Station is the main public transport hub in the town of Blackwood, Wales, providing local and regional bus services for commuters and visitors.
  • D. Haifa Hof HaCarmel bus terminal
    Haifa Hof HaCarmel bus terminal is a major public transportation hub in Haifa, Israel, serving as a central interchange point for urban and intercity bus services near the city’s southern entrance and Carmel Beach area.
  • E. City Centre Transit Terminal
    City Centre Transit Terminal is a major bus transit hub in Mississauga, Ontario, serving as a key interchange point for MiWay routes and regional connections.
  • 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_69c68809b4608190a2509ddb5ab87f05 completed March 27, 2026, 1:37 p.m.
NER Named-entity recognition batch_69c6d1246b748190aed94e8ab8625f7e completed March 27, 2026, 6:49 p.m.
NED1 Entity disambiguation (via context triple) batch_69c700993128819081614ccfa68d7320 completed March 27, 2026, 10:11 p.m.
NEDg Description generation batch_69c70262f3e48190b544be536ee0b674 completed March 27, 2026, 10:19 p.m.
NED2 Entity disambiguation (via description) batch_69c70311418c8190a902cf21187fdc51 completed March 27, 2026, 10:22 p.m.
Created at: March 27, 2026, 2:07 p.m.