Triple

T2488168
Position Surface form Disambiguated ID Type / Status
Subject Penang E55976 entity
Predicate contains P35 FINISHED
Object Batu Ferringhi
Batu Ferringhi is a popular beach resort area on the northern coast of Penang Island in Malaysia, known for its sandy beaches, seaside hotels, and vibrant night market.
 E271369 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: Batu Ferringhi | Statement: [Penang, contains, Batu Ferringhi]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Batu Ferringhi
Context triple: [Penang, contains, Batu Ferringhi]
  • A. Batu
    Batu is a highland city in East Java, Indonesia, known for its cool climate, mountain scenery, and popular tourist attractions such as theme parks and apple orchards.
  • B. Batu Sawar
    Batu Sawar was a historically significant town in present-day Malaysia that served as an early political and administrative center of the Johor Sultanate after the fall of Malacca.
  • C. Selopanggung
    Selopanggung is a village in East Java, Indonesia, historically noted as the place where Indonesian independence leader Tan Malaka was killed.
  • D. Gannat
    Gannat is a small town in central France known for its rich paleontological heritage and traditional cultural festivals.
  • E. Bantia
    Bantia was an ancient Oscan-speaking city in southern Italy, notable for yielding important inscriptions that illuminate the Oscan language and Italic legal traditions.
  • 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: Batu Ferringhi
Triple: [Penang, contains, Batu Ferringhi]
Generated description
Batu Ferringhi is a popular beach resort area on the northern coast of Penang Island in Malaysia, known for its sandy beaches, seaside hotels, and vibrant night market.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Batu Ferringhi
Target entity description: Batu Ferringhi is a popular beach resort area on the northern coast of Penang Island in Malaysia, known for its sandy beaches, seaside hotels, and vibrant night market.
  • A. Batu
    Batu is a highland city in East Java, Indonesia, known for its cool climate, mountain scenery, and popular tourist attractions such as theme parks and apple orchards.
  • B. Batu Sawar
    Batu Sawar was a historically significant town in present-day Malaysia that served as an early political and administrative center of the Johor Sultanate after the fall of Malacca.
  • C. Selopanggung
    Selopanggung is a village in East Java, Indonesia, historically noted as the place where Indonesian independence leader Tan Malaka was killed.
  • D. Gannat
    Gannat is a small town in central France known for its rich paleontological heritage and traditional cultural festivals.
  • E. Bantia
    Bantia was an ancient Oscan-speaking city in southern Italy, notable for yielding important inscriptions that illuminate the Oscan language and Italic legal traditions.
  • 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_69ab49e670a88190b928e08302381710 completed March 6, 2026, 9:40 p.m.
NER Named-entity recognition batch_69abd179c44881909cd6c7626cadaf10 completed March 7, 2026, 7:19 a.m.
NED1 Entity disambiguation (via context triple) batch_69af17bca6f88190a63672fb3372f0be completed March 9, 2026, 6:55 p.m.
NEDg Description generation batch_69af1b7224488190bf896b2c77c3ba0a completed March 9, 2026, 7:11 p.m.
NED2 Entity disambiguation (via description) batch_69af1c7b0f088190870b2ed18756b0d5 completed March 9, 2026, 7:16 p.m.
Created at: March 6, 2026, 9:45 p.m.