Triple

T10966619
Position Surface form Disambiguated ID Type / Status
Subject Florence Harding E259116 entity
Predicate birthName P65 FINISHED
Object Florence Mabel Kling
Florence Mabel Kling, later known as Florence Harding, was the First Lady of the United States as the wife of President Warren G. Harding.
 E1046216 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: Florence Mabel Kling | Statement: [Florence Harding, birthName, Florence Mabel Kling]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Florence Mabel Kling
Context triple: [Florence Harding, birthName, Florence Mabel Kling]
  • A. Florence Wyman Richardson
    Florence Wyman Richardson was an American woman best known as the mother of Hadley Richardson, the first wife of writer Ernest Hemingway.
  • B. Florence Dibell Bartlett
    Florence Dibell Bartlett was an American philanthropist and collector of folk art best known for establishing the Museum of International Folk Art in Santa Fe, New Mexico.
  • C. Dorothy Lyman
    Dorothy Lyman is an American actress and director best known for her roles on the soap opera "All My Children" and the sitcom "Mama's Family."
  • D. Florence Crauford Grove
    Florence Crauford Grove was a 19th-century British mountaineer and author, noted as a pioneering figure in the early history of Alpine and Caucasus climbing.
  • E. Florence Isham
    Florence Isham is a member of the historically prominent Isham family, an English lineage known for its longstanding social and regional influence.
  • 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: Florence Mabel Kling
Triple: [Florence Harding, birthName, Florence Mabel Kling]
Generated description
Florence Mabel Kling, later known as Florence Harding, was the First Lady of the United States as the wife of President Warren G. Harding.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Florence Mabel Kling
Target entity description: Florence Mabel Kling, later known as Florence Harding, was the First Lady of the United States as the wife of President Warren G. Harding.
  • A. Florence Wyman Richardson
    Florence Wyman Richardson was an American woman best known as the mother of Hadley Richardson, the first wife of writer Ernest Hemingway.
  • B. Florence Dibell Bartlett
    Florence Dibell Bartlett was an American philanthropist and collector of folk art best known for establishing the Museum of International Folk Art in Santa Fe, New Mexico.
  • C. Dorothy Lyman
    Dorothy Lyman is an American actress and director best known for her roles on the soap opera "All My Children" and the sitcom "Mama's Family."
  • D. Florence Crauford Grove
    Florence Crauford Grove was a 19th-century British mountaineer and author, noted as a pioneering figure in the early history of Alpine and Caucasus climbing.
  • E. Florence Isham
    Florence Isham is a member of the historically prominent Isham family, an English lineage known for its longstanding social and regional influence.
  • 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_69d6aa88500c819097d7032ca578e74f completed April 8, 2026, 7:20 p.m.
NER Named-entity recognition batch_69d77149c0448190a66322fa696fdbda completed April 9, 2026, 9:28 a.m.
NED1 Entity disambiguation (via context triple) batch_69f75d756bd08190a79adc9a2e6188ed completed May 3, 2026, 2:36 p.m.
NEDg Description generation batch_69f75e30545c8190b47bd1e06411a163 completed May 3, 2026, 2:39 p.m.
NED2 Entity disambiguation (via description) batch_69f75e9fc1508190800291a16840a9a8 completed May 3, 2026, 2:41 p.m.
Created at: April 8, 2026, 9:24 p.m.