Triple

T2926597
Position Surface form Disambiguated ID Type / Status
Subject Sex and Temperament in Three Primitive Societies E78858 entity
Predicate examinesSociety P43974 FINISHED
Object Tchambuli
Tchambuli refers to an indigenous group from Papua New Guinea whose gender roles and social organization were famously analyzed by anthropologist Margaret Mead as contrasting sharply with Western norms.
 E311054 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: Tchambuli | Statement: [Sex and Temperament in Three Primitive Societies, examinesSociety, Tchambuli]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Tchambuli
Context triple: [Sex and Temperament in Three Primitive Societies, examinesSociety, Tchambuli]
  • A. Tsévié
    Tsévié is a town in southern Togo that serves as an important regional center for trade and agriculture.
  • B. Tebu
    Tebu is a Saharan ethnic group and language community primarily inhabiting parts of southern Libya, Chad, and Niger.
  • C. Bagassa
    Bagassa is a small genus of tropical trees in the mulberry family, known for species such as Bagassa guianensis found in South American rainforests.
  • D. Basella
    Basella is a small genus of tropical, fast-growing leafy vines commonly known as Malabar spinach, cultivated as a spinach-like vegetable in many warm regions.
  • E. Vigna
    Vigna is a genus of flowering plants in the legume family that includes several important food crops such as cowpeas and mung beans.
  • 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: Tchambuli
Triple: [Sex and Temperament in Three Primitive Societies, examinesSociety, Tchambuli]
Generated description
Tchambuli refers to an indigenous group from Papua New Guinea whose gender roles and social organization were famously analyzed by anthropologist Margaret Mead as contrasting sharply with Western norms.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Tchambuli
Target entity description: Tchambuli refers to an indigenous group from Papua New Guinea whose gender roles and social organization were famously analyzed by anthropologist Margaret Mead as contrasting sharply with Western norms.
  • A. Tsévié
    Tsévié is a town in southern Togo that serves as an important regional center for trade and agriculture.
  • B. Tebu
    Tebu is a Saharan ethnic group and language community primarily inhabiting parts of southern Libya, Chad, and Niger.
  • C. Bagassa
    Bagassa is a small genus of tropical trees in the mulberry family, known for species such as Bagassa guianensis found in South American rainforests.
  • D. Basella
    Basella is a small genus of tropical, fast-growing leafy vines commonly known as Malabar spinach, cultivated as a spinach-like vegetable in many warm regions.
  • E. Vigna
    Vigna is a genus of flowering plants in the legume family that includes several important food crops such as cowpeas and mung beans.
  • 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_69ad8b0d40b481908bc2a5fa2e73c3fb completed March 8, 2026, 2:43 p.m.
NER Named-entity recognition batch_69ad9e0fec048190bdd70c60ec5c92cd completed March 8, 2026, 4:04 p.m.
NED1 Entity disambiguation (via context triple) batch_69b08668a204819082b13e6ce62d5728 completed March 10, 2026, 9 p.m.
NEDg Description generation batch_69b0d18f7928819098fba6a23dd40230 completed March 11, 2026, 2:21 a.m.
NED2 Entity disambiguation (via description) batch_69b0d221ec2481909c9d42f1c0d86b9b completed March 11, 2026, 2:23 a.m.
Created at: March 8, 2026, 2:55 p.m.