Triple

T5495474
Position Surface form Disambiguated ID Type / Status
Subject Margaret Sanger E144200 entity
Predicate birthName P65 FINISHED
Object Margaret Louise Higgins
Margaret Louise Higgins, better known as Margaret Sanger, was an American birth control activist, sex educator, and founder of the organization that became Planned Parenthood.
 E543739 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: Margaret Louise Higgins | Statement: [Margaret Sanger, birthName, Margaret Louise Higgins]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Margaret Louise Higgins
Context triple: [Margaret Sanger, birthName, Margaret Louise Higgins]
  • A. Margaret Natalie Smith
    Margaret Natalie Smith is a renowned English actress, best known as Maggie Smith, celebrated for her distinguished career on stage and screen, including roles in "Downton Abbey" and the "Harry Potter" film series.
  • B. Elizabeth Smith
    Elizabeth Smith was the mother of George Monck, the 1st Duke of Albemarle, a key military figure in the English Restoration.
  • C. Margaret Marian Pollard
    Margaret Marian Pollard was the mother of Spiro Agnew, the 39th vice president of the United States.
  • D. Marguerite Harrison
    Marguerite Harrison is an American documentary filmmaker best known for directing the 1999 film "Grass," which explores the history of marijuana prohibition in the United States.
  • E. Marguerite Harrison
    Marguerite Harrison was an American journalist and spy known for her intelligence work in post–World War I Europe and the Soviet Union.
  • 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: Margaret Louise Higgins
Triple: [Margaret Sanger, birthName, Margaret Louise Higgins]
Generated description
Margaret Louise Higgins, better known as Margaret Sanger, was an American birth control activist, sex educator, and founder of the organization that became Planned Parenthood.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Margaret Louise Higgins
Target entity description: Margaret Louise Higgins, better known as Margaret Sanger, was an American birth control activist, sex educator, and founder of the organization that became Planned Parenthood.
  • A. Margaret Natalie Smith
    Margaret Natalie Smith is a renowned English actress, best known as Maggie Smith, celebrated for her distinguished career on stage and screen, including roles in "Downton Abbey" and the "Harry Potter" film series.
  • B. Elizabeth Smith
    Elizabeth Smith was the mother of George Monck, the 1st Duke of Albemarle, a key military figure in the English Restoration.
  • C. Margaret Marian Pollard
    Margaret Marian Pollard was the mother of Spiro Agnew, the 39th vice president of the United States.
  • D. Marguerite Harrison
    Marguerite Harrison is an American documentary filmmaker best known for directing the 1999 film "Grass," which explores the history of marijuana prohibition in the United States.
  • E. Marguerite Harrison
    Marguerite Harrison was an American journalist and spy known for her intelligence work in post–World War I Europe and the Soviet Union.
  • 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_69c008f5a2748190bce7a39aabf87a6d completed March 22, 2026, 3:21 p.m.
NER Named-entity recognition batch_69c01b8c05ac8190999f84c33719d794 completed March 22, 2026, 4:40 p.m.
NED1 Entity disambiguation (via context triple) batch_69c07d466cbc8190a91dcc0c26aba817 completed March 22, 2026, 11:37 p.m.
NEDg Description generation batch_69c0865e261c8190b54bec80ed6a9aaf completed March 23, 2026, 12:16 a.m.
NED2 Entity disambiguation (via description) batch_69c086b52dec8190bea2e13991389992 completed March 23, 2026, 12:17 a.m.
Created at: March 22, 2026, 3:31 p.m.