Triple

T20747402
Position Surface form Disambiguated ID Type / Status
Subject Raja Ampat Islands E510620 entity
Predicate mainAccessPoint P26211 FINISHED
Object Sorong
Sorong is a coastal city in West Papua, Indonesia, serving as the primary transport and logistical hub for travelers heading to the Raja Ampat Islands.
E1448666 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: Sorong | Statement: [Raja Ampat Islands, mainAccessPoint, Sorong]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Sorong
Context triple: [Raja Ampat Islands, mainAccessPoint, Sorong]
  • A. Jayapura
    Jayapura is a coastal city in the easternmost part of Indonesia, serving as a major administrative, economic, and transportation hub on the island of New Guinea.
  • B. Bitung
    Bitung is a port city in North Sulawesi, Indonesia, known as a major gateway for maritime trade and access to the rich marine biodiversity of the Lembeh Strait.
  • C. Ambon
    Ambon is a major city and port in eastern Indonesia, known as an administrative, economic, and cultural hub in the Maluku region.
  • D. Merauke
    Merauke is a coastal town in Indonesia’s far southeastern Papua region, known as a remote border city near Papua New Guinea and a gateway to the province’s vast lowland forests and wetlands.
  • E. Tarakan
    Tarakan is an island off the northeastern coast of Borneo in Indonesia, historically significant for its oil resources and as a strategic battleground during World War II.
  • 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: Sorong
Triple: [Raja Ampat Islands, mainAccessPoint, Sorong]
Generated description
Sorong is a coastal city in West Papua, Indonesia, serving as the primary transport and logistical hub for travelers heading to the Raja Ampat Islands.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Sorong
Target entity description: Sorong is a coastal city in West Papua, Indonesia, serving as the primary transport and logistical hub for travelers heading to the Raja Ampat Islands.
  • A. Jayapura
    Jayapura is a coastal city in the easternmost part of Indonesia, serving as a major administrative, economic, and transportation hub on the island of New Guinea.
  • B. Bitung
    Bitung is a port city in North Sulawesi, Indonesia, known as a major gateway for maritime trade and access to the rich marine biodiversity of the Lembeh Strait.
  • C. Ambon
    Ambon is a major city and port in eastern Indonesia, known as an administrative, economic, and cultural hub in the Maluku region.
  • D. Merauke
    Merauke is a coastal town in Indonesia’s far southeastern Papua region, known as a remote border city near Papua New Guinea and a gateway to the province’s vast lowland forests and wetlands.
  • E. Tarakan
    Tarakan is an island off the northeastern coast of Borneo in Indonesia, historically significant for its oil resources and as a strategic battleground during World War II.
  • 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_69e0b4c845e88190b4c5f3ae79291182 completed April 16, 2026, 10:07 a.m.
NER Named-entity recognition batch_69e6c226fbf881909794eff3ee9e206b completed April 21, 2026, 12:17 a.m.
NED1 Entity disambiguation (via context triple) batch_6a08e84274d08190a851de1f415bcbc6 completed May 16, 2026, 9:57 p.m.
NEDg Description generation batch_6a08e8fc1d6c819083f06debaa3bec24 completed May 16, 2026, 10 p.m.
NED2 Entity disambiguation (via description) batch_6a08e98a594c8190b3a2d9ae7e3af4f7 completed May 16, 2026, 10:02 p.m.
Created at: April 16, 2026, 12:33 p.m.