Triple

T15323702
Position Surface form Disambiguated ID Type / Status
Subject Brunei-Muara District E366356 entity
Predicate contains P35 FINISHED
Object Kiulap commercial area
Kiulap commercial area is a major shopping and business hub in Bandar Seri Begawan, known for its retail outlets, restaurants, and financial services.
 E1150188 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: Kiulap commercial area | Statement: [Brunei-Muara District, contains, Kiulap commercial area]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Kiulap commercial area
Context triple: [Brunei-Muara District, contains, Kiulap commercial area]
  • A. Namba commercial district
    Namba commercial district is a major shopping, entertainment, and nightlife hub in Osaka, Japan, known for its bustling streets, neon signage, and dense concentration of stores, restaurants, and theaters.
  • B. Kameari area
    Kameari area is a neighborhood in Tokyo’s Katsushika ward, known for its traditional shitamachi atmosphere and as the setting of the long-running manga series "Kochira Katsushika-ku Kameari Kōen-mae Hashutsujo."
  • C. Tiyan area
    The Tiyan area is a district on the island of Guam that includes the former Naval Air Station and now hosts commercial, governmental, and aviation-related facilities.
  • D. Karanga Plaza
    Karanga Plaza is a prominent public waterfront space in Auckland’s Wynyard Quarter, known for its open plaza design, harbour views, and role as a gathering and events hub.
  • E. Kannai business district
    Kannai business district is a central commercial and administrative area of Yokohama known for its government offices, corporate buildings, and historic urban streetscape.
  • 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: Kiulap commercial area
Triple: [Brunei-Muara District, contains, Kiulap commercial area]
Generated description
Kiulap commercial area is a major shopping and business hub in Bandar Seri Begawan, known for its retail outlets, restaurants, and financial services.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Kiulap commercial area
Target entity description: Kiulap commercial area is a major shopping and business hub in Bandar Seri Begawan, known for its retail outlets, restaurants, and financial services.
  • A. Namba commercial district
    Namba commercial district is a major shopping, entertainment, and nightlife hub in Osaka, Japan, known for its bustling streets, neon signage, and dense concentration of stores, restaurants, and theaters.
  • B. Kameari area
    Kameari area is a neighborhood in Tokyo’s Katsushika ward, known for its traditional shitamachi atmosphere and as the setting of the long-running manga series "Kochira Katsushika-ku Kameari Kōen-mae Hashutsujo."
  • C. Tiyan area
    The Tiyan area is a district on the island of Guam that includes the former Naval Air Station and now hosts commercial, governmental, and aviation-related facilities.
  • D. Karanga Plaza
    Karanga Plaza is a prominent public waterfront space in Auckland’s Wynyard Quarter, known for its open plaza design, harbour views, and role as a gathering and events hub.
  • E. Kannai business district
    Kannai business district is a central commercial and administrative area of Yokohama known for its government offices, corporate buildings, and historic urban streetscape.
  • 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_69d85a121520819093dcce999fdefe1a completed April 10, 2026, 2:01 a.m.
NER Named-entity recognition batch_69e03dd5ce0c819093c9a14de549dff6 completed April 16, 2026, 1:39 a.m.
NED1 Entity disambiguation (via context triple) batch_69fef8aaef608190bd3ec9fdd215afbb completed May 9, 2026, 9:04 a.m.
NEDg Description generation batch_69fefa435efc81908c1e88267e745cdd completed May 9, 2026, 9:11 a.m.
NED2 Entity disambiguation (via description) batch_69fefb2ee9108190b3d8633cc9713c7b completed May 9, 2026, 9:15 a.m.
Created at: April 10, 2026, 3:16 a.m.