Triple

T9079183
Position Surface form Disambiguated ID Type / Status
Subject Tanna E217569 entity
Predicate hasNewReligiousMovement P17590 FINISHED
Object John Frum movement
The John Frum movement is a Melanesian cargo cult on the island of Tanna in Vanuatu that centers on the prophetic figure "John Frum" and anticipates the arrival of material wealth and spiritual renewal.
E776258 NE FINISHED

How this triple was built (5 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: John Frum movement | Statement: [Tanna, hasNewReligiousMovement, John Frum movement]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: John Frum movement
Context triple: [Tanna, hasNewReligiousMovement, John Frum movement]
  • A. Marovo people
    The Marovo people are an indigenous ethnic group of the Solomon Islands, traditionally living around Marovo Lagoon and known for their seafaring, fishing, and rich lagoon-based cultural practices.
  • B. Tanna people
    The Tanna people are an Indigenous Melanesian community of Tanna Island in Vanuatu, known for their rich kastom traditions, distinctive rituals, and strong preservation of ancestral culture.
  • C. Melanesian Spearhead Group
    The Melanesian Spearhead Group is a subregional political and economic organization of Melanesian countries in the South Pacific that promotes cooperation, trade, and shared cultural and political interests.
  • D. Trobriand Islanders
    The Trobriand Islanders are an Indigenous Melanesian people of Papua New Guinea’s Trobriand Islands, renowned in anthropology for their complex social systems, matrilineal kinship, and ceremonial exchange practices like the Kula ring.
  • E. Bougainvilleans
    Bougainvilleans are the indigenous people of Bougainville Island in Papua New Guinea, known for their distinct Melanesian cultures, languages, and long struggle for political autonomy.
  • 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: John Frum movement
Triple: [Tanna, hasNewReligiousMovement, John Frum movement]
Generated description
The John Frum movement is a Melanesian cargo cult on the island of Tanna in Vanuatu that centers on the prophetic figure "John Frum" and anticipates the arrival of material wealth and spiritual renewal.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: John Frum movement
Target entity description: The John Frum movement is a Melanesian cargo cult on the island of Tanna in Vanuatu that centers on the prophetic figure "John Frum" and anticipates the arrival of material wealth and spiritual renewal.
  • A. Marovo people
    The Marovo people are an indigenous ethnic group of the Solomon Islands, traditionally living around Marovo Lagoon and known for their seafaring, fishing, and rich lagoon-based cultural practices.
  • B. Tanna people
    The Tanna people are an Indigenous Melanesian community of Tanna Island in Vanuatu, known for their rich kastom traditions, distinctive rituals, and strong preservation of ancestral culture.
  • C. Melanesian Spearhead Group
    The Melanesian Spearhead Group is a subregional political and economic organization of Melanesian countries in the South Pacific that promotes cooperation, trade, and shared cultural and political interests.
  • D. Trobriand Islanders
    The Trobriand Islanders are an Indigenous Melanesian people of Papua New Guinea’s Trobriand Islands, renowned in anthropology for their complex social systems, matrilineal kinship, and ceremonial exchange practices like the Kula ring.
  • E. Bougainvilleans
    Bougainvilleans are the indigenous people of Bougainville Island in Papua New Guinea, known for their distinct Melanesian cultures, languages, and long struggle for political autonomy.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: hasNewReligiousMovement
Context triple: [Tanna, hasNewReligiousMovement, John Frum movement]
  • A. hasReligiousMovement chosen
    Indicates that an entity is associated with, follows, or is characterized by a particular religious movement.
  • B. religionIntroduced
    Indicates that one entity brought or established a particular religion or religious tradition to another entity, place, or group for the first time.
  • C. promotedReligion
    Indicates that an entity actively supported, advocated for, or worked to spread a particular religion.
  • D. hasReligiousOrganization
    Indicates that an entity is associated with, governed by, or belongs to a specific religious organization.
  • E. hasReligiousWing
    Indicates that an organization or entity includes a distinct division, branch, or component dedicated to religious activities, functions, or purposes.
  • F. None of above.

Provenance (6 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_69ca83d6c14c8190bc056d927f00a2a2 completed March 30, 2026, 2:08 p.m.
NER Named-entity recognition batch_69cc95c93ee48190842623b57e50f4cf completed April 1, 2026, 3:49 a.m.
NED1 Entity disambiguation (via context triple) batch_69cffe2103448190bbc09436f19c4f11 completed April 3, 2026, 5:51 p.m.
NEDg Description generation batch_69d000d4a4548190939a9a9946be469b completed April 3, 2026, 6:03 p.m.
NED2 Entity disambiguation (via description) batch_69d001b245f08190a8e5c53c570b20a0 completed April 3, 2026, 6:06 p.m.
PD Predicate disambiguation batch_69cc65fa79bc81908b46f05c8bba920f completed April 1, 2026, 12:25 a.m.
Created at: March 30, 2026, 7:12 p.m.