Triple

T18007555
Position Surface form Disambiguated ID Type / Status
Subject Annie Adams Fields E430792 entity
Predicate notableWork P4 FINISHED
Object How to Help the Poor
"How to Help the Poor" is a 19th-century social reform work by Annie Adams Fields offering practical guidance and moral reflection on charitable efforts to alleviate poverty.
E1301558 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: How to Help the Poor | Statement: [Annie Adams Fields, notableWork, How to Help the Poor]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: How to Help the Poor
Context triple: [Annie Adams Fields, notableWork, How to Help the Poor]
  • A. Help the Poor
    "Help the Poor" is a blues song popularized by B.B. King, featured on his acclaimed live album *Live at the Regal*.
  • B. Punishing the Poor
    Punishing the Poor is a sociological study by Loïc Wacquant that critiques the rise of punitive welfare and mass incarceration policies as tools for managing poverty and social marginality in neoliberal societies.
  • C. Rich and Poor
    "Rich and Poor" is a soulful jazz and R&B album by American singer Randy Crawford, showcasing her smooth vocals and emotive storytelling.
  • D. The Fears of the Rich, the Needs of the Poor
    The Fears of the Rich, the Needs of the Poor is a book by epidemiologist and public health leader William H. Foege that reflects on global health inequities and the moral imperative to address them.
  • E. Creating a World Without Poverty
    "Creating a World Without Poverty" is a book by Nobel laureate Muhammad Yunus that outlines his vision and practical strategies for using social business and microfinance to eradicate global poverty.
  • 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: How to Help the Poor
Triple: [Annie Adams Fields, notableWork, How to Help the Poor]
Generated description
"How to Help the Poor" is a 19th-century social reform work by Annie Adams Fields offering practical guidance and moral reflection on charitable efforts to alleviate poverty.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: How to Help the Poor
Target entity description: "How to Help the Poor" is a 19th-century social reform work by Annie Adams Fields offering practical guidance and moral reflection on charitable efforts to alleviate poverty.
  • A. Help the Poor
    "Help the Poor" is a blues song popularized by B.B. King, featured on his acclaimed live album *Live at the Regal*.
  • B. Punishing the Poor
    Punishing the Poor is a sociological study by Loïc Wacquant that critiques the rise of punitive welfare and mass incarceration policies as tools for managing poverty and social marginality in neoliberal societies.
  • C. Rich and Poor
    "Rich and Poor" is a soulful jazz and R&B album by American singer Randy Crawford, showcasing her smooth vocals and emotive storytelling.
  • D. The Fears of the Rich, the Needs of the Poor
    The Fears of the Rich, the Needs of the Poor is a book by epidemiologist and public health leader William H. Foege that reflects on global health inequities and the moral imperative to address them.
  • E. Creating a World Without Poverty
    "Creating a World Without Poverty" is a book by Nobel laureate Muhammad Yunus that outlines his vision and practical strategies for using social business and microfinance to eradicate global poverty.
  • 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_69d8b904530081908bf341d842464856 completed April 10, 2026, 8:47 a.m.
NER Named-entity recognition batch_69e4b51d44088190bfcd35e532a4c02a completed April 19, 2026, 10:57 a.m.
NED1 Entity disambiguation (via context triple) batch_6a03431d76ac819090f951b6f93aa665 completed May 12, 2026, 3:11 p.m.
NEDg Description generation batch_6a03448b74908190a9c0fadcfc4adbb4 completed May 12, 2026, 3:17 p.m.
NED2 Entity disambiguation (via description) batch_6a034552e424819087b23bcf3f688523 completed May 12, 2026, 3:20 p.m.
Created at: April 10, 2026, 10:24 a.m.