Triple

T7868518
Position Surface form Disambiguated ID Type / Status
Subject Benjamin Franklin Bache E182677 entity
Predicate spouse P13 FINISHED
Object Margaret Hartman Markoe Bache
Margaret Hartman Markoe Bache was an American printer and newspaper publisher who helped manage and continue the Philadelphia Aurora newspaper after the death of her husband, Benjamin Franklin Bache.
E701402 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 Hartman Markoe Bache | Statement: [Benjamin Franklin Bache, spouse, Margaret Hartman Markoe Bache]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Margaret Hartman Markoe Bache
Context triple: [Benjamin Franklin Bache, spouse, Margaret Hartman Markoe Bache]
  • A. Margaret Domka
    Margaret Domka is an American soccer referee known for officiating at the highest levels of the women’s game, including major domestic and international competitions.
  • B. Margaret DeVogelaere
    Margaret DeVogelaere is best known as the third wife of American actor Peter Fonda, with whom she was married from 2011 until his death in 2019.
  • C. Martha Schmellinsky
    Martha Schmellinsky was the wife of East German leader Walter Ulbricht and thus part of the political elite of the German Democratic Republic.
  • D. Margaret Laura "Mila" Hager
    Margaret Laura "Mila" Hager is the eldest daughter of former First Daughter and television personality Jenna Bush Hager and her husband Henry Hager.
  • E. Mary Haas
    Mary Haas was an influential American linguist renowned for her work on Native American languages and for training a generation of field linguists in the Boasian tradition.
  • 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 Hartman Markoe Bache
Triple: [Benjamin Franklin Bache, spouse, Margaret Hartman Markoe Bache]
Generated description
Margaret Hartman Markoe Bache was an American printer and newspaper publisher who helped manage and continue the Philadelphia Aurora newspaper after the death of her husband, Benjamin Franklin Bache.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Margaret Hartman Markoe Bache
Target entity description: Margaret Hartman Markoe Bache was an American printer and newspaper publisher who helped manage and continue the Philadelphia Aurora newspaper after the death of her husband, Benjamin Franklin Bache.
  • A. Margaret Domka
    Margaret Domka is an American soccer referee known for officiating at the highest levels of the women’s game, including major domestic and international competitions.
  • B. Margaret DeVogelaere
    Margaret DeVogelaere is best known as the third wife of American actor Peter Fonda, with whom she was married from 2011 until his death in 2019.
  • C. Martha Schmellinsky
    Martha Schmellinsky was the wife of East German leader Walter Ulbricht and thus part of the political elite of the German Democratic Republic.
  • D. Margaret Laura "Mila" Hager
    Margaret Laura "Mila" Hager is the eldest daughter of former First Daughter and television personality Jenna Bush Hager and her husband Henry Hager.
  • E. Mary Haas
    Mary Haas was an influential American linguist renowned for her work on Native American languages and for training a generation of field linguists in the Boasian tradition.
  • 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_69ca82894d9081908a832bfce71a4714 completed March 30, 2026, 2:02 p.m.
NER Named-entity recognition batch_69cb3847c7fc819098e32b6548943da7 completed March 31, 2026, 2:58 a.m.
NED1 Entity disambiguation (via context triple) batch_69cb5b60b3b08190832837bacb8ce965 completed March 31, 2026, 5:28 a.m.
NEDg Description generation batch_69cb7630b8908190a0b8f4856bceea0a completed March 31, 2026, 7:22 a.m.
NED2 Entity disambiguation (via description) batch_69cbbfb894588190971ade076acdbd5c completed March 31, 2026, 12:36 p.m.
Created at: March 30, 2026, 4:55 p.m.