Triple

T11845236
Position Surface form Disambiguated ID Type / Status
Subject Hiri trade voyages E281757 entity
Predicate region P40 FINISHED
Object Gulf of Papua
The Gulf of Papua is a large, shallow inlet on the southern coast of Papua New Guinea that has long served as an important maritime and cultural crossroads for coastal and island communities.
E968788 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: Gulf of Papua | Statement: [Hiri trade voyages, region, Gulf of Papua]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Gulf of Papua
Context triple: [Hiri trade voyages, region, Gulf of Papua]
  • A. Timor Sea
    The Timor Sea is a tropical marginal sea in the eastern Indian Ocean, lying between Timor-Leste, Indonesia, and northern Australia, known for its rich offshore oil and gas reserves.
  • B. Banda Sea
    The Banda Sea is a deep, tectonically active marginal sea in the eastern Indonesian archipelago, known for its complex basins, volcanic islands, and rich marine biodiversity.
  • C. Arafura Sea
    The Arafura Sea is a shallow tropical sea in the western Pacific Ocean, lying between northern Australia and New Guinea and forming part of the route between the Indian and Pacific Oceans.
  • D. Solomon Sea
    The Solomon Sea is a marginal sea of the southwestern Pacific Ocean located between Papua New Guinea and the Solomon Islands, known for its deep basins and significant role in World War II naval battles.
  • E. Koro Sea
    The Koro Sea is a deep, relatively isolated marginal sea in the central South Pacific, lying between Fiji’s main islands and known for its rich marine biodiversity and complex ocean currents.
  • 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: Gulf of Papua
Triple: [Hiri trade voyages, region, Gulf of Papua]
Generated description
The Gulf of Papua is a large, shallow inlet on the southern coast of Papua New Guinea that has long served as an important maritime and cultural crossroads for coastal and island communities.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Gulf of Papua
Target entity description: The Gulf of Papua is a large, shallow inlet on the southern coast of Papua New Guinea that has long served as an important maritime and cultural crossroads for coastal and island communities.
  • A. Timor Sea
    The Timor Sea is a tropical marginal sea in the eastern Indian Ocean, lying between Timor-Leste, Indonesia, and northern Australia, known for its rich offshore oil and gas reserves.
  • B. Banda Sea
    The Banda Sea is a deep, tectonically active marginal sea in the eastern Indonesian archipelago, known for its complex basins, volcanic islands, and rich marine biodiversity.
  • C. Arafura Sea
    The Arafura Sea is a shallow tropical sea in the western Pacific Ocean, lying between northern Australia and New Guinea and forming part of the route between the Indian and Pacific Oceans.
  • D. Solomon Sea
    The Solomon Sea is a marginal sea of the southwestern Pacific Ocean located between Papua New Guinea and the Solomon Islands, known for its deep basins and significant role in World War II naval battles.
  • E. Koro Sea
    The Koro Sea is a deep, relatively isolated marginal sea in the central South Pacific, lying between Fiji’s main islands and known for its rich marine biodiversity and complex ocean currents.
  • 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_69f60a5589408190a0bc8f3731a8669f completed May 2, 2026, 2:29 p.m.
NEDg Description generation batch_69f60c06e4c08190985114da9317e8fd completed May 2, 2026, 2:36 p.m.
NED2 Entity disambiguation (via description) batch_69f60c99de9881909ef87b878ac346fc completed May 2, 2026, 2:39 p.m.
Created at: April 8, 2026, 9:43 p.m.