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.