Triple

T10966649
Position Surface form Disambiguated ID Type / Status
Subject Florence Harding E259116 entity
Predicate relative P37 FINISHED
Object Amos Kling
Amos Kling was an American businessman and the wealthy, influential father of Florence Harding, wife of U.S. President Warren G. Harding.
E897825 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: Amos Kling | Statement: [Florence Harding, relative, Amos Kling]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Amos Kling
Context triple: [Florence Harding, relative, Amos Kling]
  • A. Amos Ellmaker
    Amos Ellmaker was a 19th-century American lawyer and politician who served as the Anti-Masonic Party’s vice-presidential nominee in the 1832 U.S. presidential election.
  • B. Amos Hart
    Amos Hart is a meek, long-suffering husband and auto mechanic in the musical film "Chicago," known for his devotion to his unfaithful wife Roxie.
  • C. Paul Schoolman
    Paul Schoolman is a filmmaker and writer best known for his work on independent films and for being married to South African actress Alice Krige.
  • D. Amos Vernon
    Amos Vernon is a screenwriter and comedian known for co-writing the animated film "Hotel Transylvania: Transformania" and contributing to various comedy projects.
  • E. Arthur Demarest
    Arthur Demarest is an American archaeologist and Mayanist scholar known for his extensive research on Classic Maya civilization and leadership of major excavations in the Petexbatún region of Guatemala.
  • 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: Amos Kling
Triple: [Florence Harding, relative, Amos Kling]
Generated description
Amos Kling was an American businessman and the wealthy, influential father of Florence Harding, wife of U.S. President Warren G. Harding.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Amos Kling
Target entity description: Amos Kling was an American businessman and the wealthy, influential father of Florence Harding, wife of U.S. President Warren G. Harding.
  • A. Amos Ellmaker
    Amos Ellmaker was a 19th-century American lawyer and politician who served as the Anti-Masonic Party’s vice-presidential nominee in the 1832 U.S. presidential election.
  • B. Amos Hart
    Amos Hart is a meek, long-suffering husband and auto mechanic in the musical film "Chicago," known for his devotion to his unfaithful wife Roxie.
  • C. Paul Schoolman
    Paul Schoolman is a filmmaker and writer best known for his work on independent films and for being married to South African actress Alice Krige.
  • D. Amos Vernon
    Amos Vernon is a screenwriter and comedian known for co-writing the animated film "Hotel Transylvania: Transformania" and contributing to various comedy projects.
  • E. Arthur Demarest
    Arthur Demarest is an American archaeologist and Mayanist scholar known for his extensive research on Classic Maya civilization and leadership of major excavations in the Petexbatún region of Guatemala.
  • 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_69e3449113f08190b83ffbf1b4c46518 completed April 18, 2026, 8:45 a.m.
NEDg Description generation batch_69e3556ad7ec819095b3babc67ecdfd4 completed April 18, 2026, 9:56 a.m.
NED2 Entity disambiguation (via description) batch_69e358f860f08190bfd10519ff3806aa completed April 18, 2026, 10:12 a.m.
Created at: April 8, 2026, 9:24 p.m.