Triple

T2149977
Position Surface form Disambiguated ID Type / Status
Subject Ann Dunham E47156 entity
Predicate notableWork P4 FINISHED
Object Surviving Against the Odds: Village Industry in Indonesia
Surviving Against the Odds: Village Industry in Indonesia is a posthumously published scholarly study by anthropologist Ann Dunham that examines the lives, resilience, and economic practices of Indonesian village metalworkers and small-scale industries.
E239381 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: Surviving Against the Odds: Village Industry in Indonesia | Statement: [Ann Dunham, notableWork, Surviving Against the Odds: Village Industry in Indonesia]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Surviving Against the Odds: Village Industry in Indonesia
Context triple: [Ann Dunham, notableWork, Surviving Against the Odds: Village Industry in Indonesia]
  • A. Pearling, Testimony of an Island Economy
    Pearling, Testimony of an Island Economy is a UNESCO World Heritage Site in Bahrain that preserves the historic urban, coastal, and maritime landscape associated with the country’s once-flourishing pearl trade.
  • B. New Order assimilation policies under Suharto
    New Order assimilation policies under Suharto were state-driven measures that pressured Chinese Indonesians to abandon their cultural identity and adopt a homogenized Indonesian identity through restrictions on language, names, religion, and public expression.
  • C. The Industrial Development of Poland
    The Industrial Development of Poland is Rosa Luxemburg’s influential doctoral dissertation analyzing the growth of capitalism and industrialization in Poland within the broader context of the Russian Empire.
  • D. Kader Factory for Developed Industries
    Kader Factory for Developed Industries is an Egyptian manufacturing facility specializing in defense and industrial products under the Arab Organization for Industrialization.
  • E. Land and Labour in China
    Land and Labour in China is a seminal socio-economic study by R. H. Tawney examining agrarian conditions, rural society, and land tenure in early 20th-century China.
  • 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: Surviving Against the Odds: Village Industry in Indonesia
Triple: [Ann Dunham, notableWork, Surviving Against the Odds: Village Industry in Indonesia]
Generated description
Surviving Against the Odds: Village Industry in Indonesia is a posthumously published scholarly study by anthropologist Ann Dunham that examines the lives, resilience, and economic practices of Indonesian village metalworkers and small-scale industries.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Surviving Against the Odds: Village Industry in Indonesia
Target entity description: Surviving Against the Odds: Village Industry in Indonesia is a posthumously published scholarly study by anthropologist Ann Dunham that examines the lives, resilience, and economic practices of Indonesian village metalworkers and small-scale industries.
  • A. Pearling, Testimony of an Island Economy
    Pearling, Testimony of an Island Economy is a UNESCO World Heritage Site in Bahrain that preserves the historic urban, coastal, and maritime landscape associated with the country’s once-flourishing pearl trade.
  • B. New Order assimilation policies under Suharto
    New Order assimilation policies under Suharto were state-driven measures that pressured Chinese Indonesians to abandon their cultural identity and adopt a homogenized Indonesian identity through restrictions on language, names, religion, and public expression.
  • C. The Industrial Development of Poland
    The Industrial Development of Poland is Rosa Luxemburg’s influential doctoral dissertation analyzing the growth of capitalism and industrialization in Poland within the broader context of the Russian Empire.
  • D. Kader Factory for Developed Industries
    Kader Factory for Developed Industries is an Egyptian manufacturing facility specializing in defense and industrial products under the Arab Organization for Industrialization.
  • E. Land and Labour in China
    Land and Labour in China is a seminal socio-economic study by R. H. Tawney examining agrarian conditions, rural society, and land tenure in early 20th-century China.
  • 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_69a88a1933e0819094f18426ed74180f completed March 4, 2026, 7:38 p.m.
NER Named-entity recognition batch_69abbe45dbf481909c0da056a1a99ece completed March 7, 2026, 5:57 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae58dc0b608190b5c6aed5b6b034fd completed March 9, 2026, 5:21 a.m.
NEDg Description generation batch_69ae599c6b288190b7e173ffc505c605 completed March 9, 2026, 5:24 a.m.
NED2 Entity disambiguation (via description) batch_69ae5a446350819080cdacd9a98f8de2 completed March 9, 2026, 5:27 a.m.
Created at: March 4, 2026, 7:44 p.m.