Triple

T7930948
Position Surface form Disambiguated ID Type / Status
Subject Flatiron Health E184186 entity
Predicate foundedBy P104 FINISHED
Object Nat Turner
Nat Turner is an American entrepreneur best known as the co-founder and former CEO of Flatiron Health, a healthcare technology company focused on oncology data and real-world evidence.
E702952 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: Nat Turner | Statement: [Flatiron Health, foundedBy, Nat Turner]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Nat Turner
Context triple: [Flatiron Health, foundedBy, Nat Turner]
  • A. Nat Turner
    Nat Turner was an enslaved African American preacher who led a significant slave rebellion in Southampton County, Virginia, in 1831.
  • B. Henry Chandlee Turner
    Henry Chandlee Turner was an American builder and entrepreneur best known as the founder of the major construction firm Turner Construction Company.
  • C. Henry Turner
    Henry Turner was one of the African American defendants tried alongside Dr. Ossian Sweet in a landmark 1925 civil rights case involving the defense of a Black family's home against a white mob in Detroit.
  • D. Henry Turner
    Henry Turner is the son of Will Turner and Elizabeth Swann in the Pirates of the Caribbean film series, who becomes a determined young sailor seeking to break his father's curse.
  • E. John Brown
    John Brown was a 19th-century American abolitionist who led militant anti-slavery actions, most famously the 1859 raid on Harpers Ferry.
  • 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: Nat Turner
Triple: [Flatiron Health, foundedBy, Nat Turner]
Generated description
Nat Turner is an American entrepreneur best known as the co-founder and former CEO of Flatiron Health, a healthcare technology company focused on oncology data and real-world evidence.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Nat Turner
Target entity description: Nat Turner is an American entrepreneur best known as the co-founder and former CEO of Flatiron Health, a healthcare technology company focused on oncology data and real-world evidence.
  • A. Nat Turner
    Nat Turner was an enslaved African American preacher who led a significant slave rebellion in Southampton County, Virginia, in 1831.
  • B. Henry Chandlee Turner
    Henry Chandlee Turner was an American builder and entrepreneur best known as the founder of the major construction firm Turner Construction Company.
  • C. Henry Turner
    Henry Turner was one of the African American defendants tried alongside Dr. Ossian Sweet in a landmark 1925 civil rights case involving the defense of a Black family's home against a white mob in Detroit.
  • D. Henry Turner
    Henry Turner is the son of Will Turner and Elizabeth Swann in the Pirates of the Caribbean film series, who becomes a determined young sailor seeking to break his father's curse.
  • E. John Brown
    John Brown was a 19th-century American abolitionist who led militant anti-slavery actions, most famously the 1859 raid on Harpers Ferry.
  • 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_69ca8290c21c8190906a5ca6fe2b03c4 completed March 30, 2026, 2:02 p.m.
NER Named-entity recognition batch_69cb3accc388819087065ebe7d5d9591 completed March 31, 2026, 3:09 a.m.
NED1 Entity disambiguation (via context triple) batch_69cbe011ccec8190ab60d18b761666af completed March 31, 2026, 2:54 p.m.
NEDg Description generation batch_69cbe30b7904819083050a00258287a4 completed March 31, 2026, 3:06 p.m.
NED2 Entity disambiguation (via description) batch_69cc327e60e08190a1dcf8f7a4542cf9 completed March 31, 2026, 8:45 p.m.
Created at: March 30, 2026, 5:07 p.m.