Triple

T7721811
Position Surface form Disambiguated ID Type / Status
Subject Depok E175029 entity
Predicate hasRailStation P726 FINISHED
Object Depok Station
Depok Station is a commuter and intercity railway station in Depok, West Java, Indonesia, serving as a key hub on the Jakarta metropolitan rail network.
 E684134 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: Depok Station | Statement: [Depok, hasRailStation, Depok Station]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Depok Station
Context triple: [Depok, hasRailStation, Depok Station]
  • A. Jatinegara Station
    Jatinegara Station is a major railway hub in East Jakarta, Indonesia, serving as a key interchange for commuter and intercity train services in the Greater Jakarta area.
  • B. Cikarang Station
    Cikarang Station is a railway station in Cikarang, West Java, Indonesia, serving as a key commuter and intercity rail hub in the eastern Greater Jakarta area.
  • C. Bogor Station
    Bogor Station is a major railway station and commuter rail terminus serving the city of Bogor and the greater Jakarta metropolitan area in Indonesia.
  • D. Bekasi Station
    Bekasi Station is a major railway station serving commuter and intercity trains in the city of Bekasi, Indonesia.
  • E. Cimahi Station
    Cimahi Station is a railway station in Cimahi, West Java, Indonesia, serving as a local and regional passenger rail hub in the Bandung metropolitan area.
  • 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: Depok Station
Triple: [Depok, hasRailStation, Depok Station]
Generated description
Depok Station is a commuter and intercity railway station in Depok, West Java, Indonesia, serving as a key hub on the Jakarta metropolitan rail network.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Depok Station
Target entity description: Depok Station is a commuter and intercity railway station in Depok, West Java, Indonesia, serving as a key hub on the Jakarta metropolitan rail network.
  • A. Jatinegara Station
    Jatinegara Station is a major railway hub in East Jakarta, Indonesia, serving as a key interchange for commuter and intercity train services in the Greater Jakarta area.
  • B. Cikarang Station
    Cikarang Station is a railway station in Cikarang, West Java, Indonesia, serving as a key commuter and intercity rail hub in the eastern Greater Jakarta area.
  • C. Bogor Station
    Bogor Station is a major railway station and commuter rail terminus serving the city of Bogor and the greater Jakarta metropolitan area in Indonesia.
  • D. Bekasi Station
    Bekasi Station is a major railway station serving commuter and intercity trains in the city of Bekasi, Indonesia.
  • E. Cimahi Station
    Cimahi Station is a railway station in Cimahi, West Java, Indonesia, serving as a local and regional passenger rail hub in the Bandung metropolitan area.
  • 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_69c6995d541c81909eaa646b1a8369a9 completed March 27, 2026, 2:51 p.m.
NER Named-entity recognition batch_69c702f1786881908b025d8986e5f1fa completed March 27, 2026, 10:21 p.m.
NED1 Entity disambiguation (via context triple) batch_69c8b51b612881909f20a6b777db348c completed March 29, 2026, 5:14 a.m.
NEDg Description generation batch_69c8b639df28819095af623e96181d9c completed March 29, 2026, 5:18 a.m.
NED2 Entity disambiguation (via description) batch_69c8b68f44148190b08882625db98f96 completed March 29, 2026, 5:20 a.m.
Created at: March 27, 2026, 4:05 p.m.