Triple

T2595344
Position Surface form Disambiguated ID Type / Status
Subject Hiri Motu E58215 entity
Predicate namedAfter P63 FINISHED
Object Hiri trade voyages
Hiri trade voyages were traditional long-distance canoe expeditions by Motu people of Papua New Guinea, undertaken to exchange clay pots and other goods with Gulf communities across the Gulf of Papua.
E281757 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: Hiri trade voyages | Statement: [Hiri Motu, namedAfter, Hiri trade voyages]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Hiri trade voyages
Context triple: [Hiri Motu, namedAfter, Hiri trade voyages]
  • A. Indian Ocean trade network
    The Indian Ocean trade network was a vast, centuries-long maritime system connecting East Africa, the Middle East, South Asia, and Southeast Asia through the exchange of goods, cultures, and ideas driven by monsoon winds.
  • B. South Atlantic trade routes
    South Atlantic trade routes are key maritime corridors connecting South America, Africa, and Europe, vital for the movement of commercial shipping, resources, and naval operations across the South Atlantic Ocean.
  • C. Voyage to the Moluccas
    Voyage to the Moluccas was the early 16th-century Spanish expedition, led by Ferdinand Magellan and later Juan Sebastián Elcano, that first circumnavigated the globe in search of a westward route to the Spice Islands.
  • D. Sea Venture
    Sea Venture was the flagship of the Virginia Company fleet that was wrecked in Bermuda in 1609, an event that influenced the early history of English colonization in America and is often cited as an inspiration for Shakespeare’s "The Tempest."
  • E. Mediterranean trade routes
    Mediterranean trade routes were a network of maritime and coastal pathways that connected Europe, North Africa, and the Near East, facilitating extensive commercial, cultural, and disease transmission across the Mediterranean Sea.
  • 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: Hiri trade voyages
Triple: [Hiri Motu, namedAfter, Hiri trade voyages]
Generated description
Hiri trade voyages were traditional long-distance canoe expeditions by Motu people of Papua New Guinea, undertaken to exchange clay pots and other goods with Gulf communities across the Gulf of Papua.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Hiri trade voyages
Target entity description: Hiri trade voyages were traditional long-distance canoe expeditions by Motu people of Papua New Guinea, undertaken to exchange clay pots and other goods with Gulf communities across the Gulf of Papua.
  • A. Indian Ocean trade network
    The Indian Ocean trade network was a vast, centuries-long maritime system connecting East Africa, the Middle East, South Asia, and Southeast Asia through the exchange of goods, cultures, and ideas driven by monsoon winds.
  • B. South Atlantic trade routes
    South Atlantic trade routes are key maritime corridors connecting South America, Africa, and Europe, vital for the movement of commercial shipping, resources, and naval operations across the South Atlantic Ocean.
  • C. Voyage to the Moluccas
    Voyage to the Moluccas was the early 16th-century Spanish expedition, led by Ferdinand Magellan and later Juan Sebastián Elcano, that first circumnavigated the globe in search of a westward route to the Spice Islands.
  • D. Sea Venture
    Sea Venture was the flagship of the Virginia Company fleet that was wrecked in Bermuda in 1609, an event that influenced the early history of English colonization in America and is often cited as an inspiration for Shakespeare’s "The Tempest."
  • E. Mediterranean trade routes
    Mediterranean trade routes were a network of maritime and coastal pathways that connected Europe, North Africa, and the Near East, facilitating extensive commercial, cultural, and disease transmission across the Mediterranean Sea.
  • 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_69ab4ac14040819098b13f4a27d5c8ff completed March 6, 2026, 9:44 p.m.
NER Named-entity recognition batch_69abd42978f881909f217e7ec9ac3144 completed March 7, 2026, 7:30 a.m.
NED1 Entity disambiguation (via context triple) batch_69af83c3607c81908bb4aceca46c5392 completed March 10, 2026, 2:36 a.m.
NEDg Description generation batch_69af84a08ffc8190b113d07f3d322d0c completed March 10, 2026, 2:40 a.m.
NED2 Entity disambiguation (via description) batch_69af85a052448190898ee1a2f8368122 completed March 10, 2026, 2:44 a.m.
Created at: March 6, 2026, 9:49 p.m.