Triple

T20483732
Position Surface form Disambiguated ID Type / Status
Subject Jackson T. Stephens Spine & Neurosciences Institute E502529 entity
Predicate namedAfter P63 FINISHED
Object Jackson T. Stephens
Jackson T. Stephens was an American investment banker and influential Arkansas businessman and philanthropist known for his leadership of Stephens Inc. and major contributions to education and healthcare.
E1439830 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: Jackson T. Stephens | Statement: [Jackson T. Stephens Spine & Neurosciences Institute, namedAfter, Jackson T. Stephens]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Jackson T. Stephens
Context triple: [Jackson T. Stephens Spine & Neurosciences Institute, namedAfter, Jackson T. Stephens]
  • A. Wren Alexander Stephens
    Wren Alexander Stephens is a member of the Stephens family, known primarily as a relative of Ronald Stephens.
  • B. Wren Alexander Stephens
    Wren Alexander Stephens is the son of model and television personality Chrissy Teigen and musician John Legend.
  • C. Uriah Smith Stephens
    Uriah Smith Stephens was a 19th-century American labor leader and reformer who helped pioneer the national labor movement in the United States.
  • D. Edmund J. Davis
    Edmund J. Davis was a controversial Reconstruction-era Republican who served as governor of Texas from 1870 to 1874 and played a key role in reshaping the state's post–Civil War government.
  • E. George H. Eldridge
    George H. Eldridge was the disability benefits claimant whose challenge to due process protections in benefit termination proceedings led to the landmark U.S. Supreme Court case Mathews v. Eldridge.
  • 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: Jackson T. Stephens
Triple: [Jackson T. Stephens Spine & Neurosciences Institute, namedAfter, Jackson T. Stephens]
Generated description
Jackson T. Stephens was an American investment banker and influential Arkansas businessman and philanthropist known for his leadership of Stephens Inc. and major contributions to education and healthcare.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Jackson T. Stephens
Target entity description: Jackson T. Stephens was an American investment banker and influential Arkansas businessman and philanthropist known for his leadership of Stephens Inc. and major contributions to education and healthcare.
  • A. Wren Alexander Stephens
    Wren Alexander Stephens is a member of the Stephens family, known primarily as a relative of Ronald Stephens.
  • B. Wren Alexander Stephens
    Wren Alexander Stephens is the son of model and television personality Chrissy Teigen and musician John Legend.
  • C. Uriah Smith Stephens
    Uriah Smith Stephens was a 19th-century American labor leader and reformer who helped pioneer the national labor movement in the United States.
  • D. Edmund J. Davis
    Edmund J. Davis was a controversial Reconstruction-era Republican who served as governor of Texas from 1870 to 1874 and played a key role in reshaping the state's post–Civil War government.
  • E. George H. Eldridge
    George H. Eldridge was the disability benefits claimant whose challenge to due process protections in benefit termination proceedings led to the landmark U.S. Supreme Court case Mathews v. Eldridge.
  • 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_69e0b4af32848190aea80682b44d5d6e completed April 16, 2026, 10:06 a.m.
NER Named-entity recognition batch_69e69b58c4b4819083d0ba2397dbfb0b completed April 20, 2026, 9:32 p.m.
NED1 Entity disambiguation (via context triple) batch_6a08b3d832a081909ec4036a5d81d259 completed May 16, 2026, 6:13 p.m.
NEDg Description generation batch_6a08b4654cd48190bbde86df2877d058 completed May 16, 2026, 6:16 p.m.
NED2 Entity disambiguation (via description) batch_6a08b4cb2fc081909ef18cb0408ac76d completed May 16, 2026, 6:17 p.m.
Created at: April 16, 2026, 11:34 a.m.