Triple

T11845256
Position Surface form Disambiguated ID Type / Status
Subject Hiri trade voyages E281757 entity
Predicate destination P1522 FINISHED
Object Papuan Gulf villages
Papuan Gulf villages are coastal communities in southern Papua New Guinea historically known as key partners in regional maritime trade networks, including the Hiri voyages.
E949293 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: Papuan Gulf villages | Statement: [Hiri trade voyages, destination, Papuan Gulf villages]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Papuan Gulf villages
Context triple: [Hiri trade voyages, destination, Papuan Gulf villages]
  • A. Southern Bougainville
    Southern Bougainville is the southern region of Bougainville Island in Papua New Guinea, known for its distinct indigenous communities, languages, and cultural traditions.
  • B. Northern Solomons
    Northern Solomons refers to the World War II campaign area in the northern part of the Solomon Islands, where Allied forces fought to neutralize Japanese bases and secure control of the South Pacific.
  • C. Northern Malaita
    Northern Malaita is a region in Malaita Province of the Solomon Islands, known as the homeland of the Toʻabaita-speaking communities.
  • D. Bajau West Coast
    Bajau West Coast refers to the West Coast Bajau, an indigenous Austronesian ethnic group of maritime people primarily inhabiting the coastal areas of Sabah in Malaysian Borneo.
  • E. Trobriand Islands
    The Trobriand Islands are a culturally distinctive Melanesian archipelago in Papua New Guinea, renowned for their matrilineal society, complex exchange systems, and anthropological significance.
  • 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: Papuan Gulf villages
Triple: [Hiri trade voyages, destination, Papuan Gulf villages]
Generated description
Papuan Gulf villages are coastal communities in southern Papua New Guinea historically known as key partners in regional maritime trade networks, including the Hiri voyages.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Papuan Gulf villages
Target entity description: Papuan Gulf villages are coastal communities in southern Papua New Guinea historically known as key partners in regional maritime trade networks, including the Hiri voyages.
  • A. Southern Bougainville
    Southern Bougainville is the southern region of Bougainville Island in Papua New Guinea, known for its distinct indigenous communities, languages, and cultural traditions.
  • B. Northern Solomons
    Northern Solomons refers to the World War II campaign area in the northern part of the Solomon Islands, where Allied forces fought to neutralize Japanese bases and secure control of the South Pacific.
  • C. Northern Malaita
    Northern Malaita is a region in Malaita Province of the Solomon Islands, known as the homeland of the Toʻabaita-speaking communities.
  • D. Bajau West Coast
    Bajau West Coast refers to the West Coast Bajau, an indigenous Austronesian ethnic group of maritime people primarily inhabiting the coastal areas of Sabah in Malaysian Borneo.
  • E. Trobriand Islands
    The Trobriand Islands are a culturally distinctive Melanesian archipelago in Papua New Guinea, renowned for their matrilineal society, complex exchange systems, and anthropological significance.
  • 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_69d6ab287ba48190a5178779fd19b9b7 completed April 8, 2026, 7:23 p.m.
NER Named-entity recognition batch_69d8a65b5ff08190bb58361f6a6acdca completed April 10, 2026, 7:27 a.m.
NED1 Entity disambiguation (via context triple) batch_69f167a876048190aeeeccebae9e46ad completed April 29, 2026, 2:06 a.m.
NEDg Description generation batch_69f17005c318819090e54bc64d135477 completed April 29, 2026, 2:42 a.m.
NED2 Entity disambiguation (via description) batch_69f17814de1881908973af026af5d1d1 completed April 29, 2026, 3:16 a.m.
Created at: April 8, 2026, 9:43 p.m.