Triple

T3023084
Position Surface form Disambiguated ID Type / Status
Subject Omaha Central High School E82508 entity
Predicate hasAlumni P51 FINISHED
Object Norman Geske
Norman Geske was a prominent American art museum director and curator best known for his long tenure leading the Sheldon Memorial Art Gallery at the University of Nebraska–Lincoln and advancing modern art in the Midwest.
E320862 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: Norman Geske | Statement: [Omaha Central High School, hasAlumni, Norman Geske]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Norman Geske
Context triple: [Omaha Central High School, hasAlumni, Norman Geske]
  • A. Fischer Black
    Fischer Black was an American economist and financial theorist best known for co-developing the Black–Scholes option pricing model, a foundational tool in modern quantitative finance.
  • B. David Meriwether
    David Meriwether was an American politician and statesman from Georgia who served in the U.S. Congress in the early 19th century.
  • C. Myron Scholes
    Myron Scholes is a Canadian-American economist and Nobel laureate best known for co-developing the Black–Scholes option pricing model, a foundational tool in modern financial economics.
  • D. Sanford Rothenberg
    Sanford Rothenberg was the second husband of actress Fay Wray, known primarily for his marriage to the iconic King Kong star.
  • E. George Bergstrom
    George Bergstrom was an American architect best known for designing the Pentagon, the headquarters of the United States Department of Defense.
  • 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: Norman Geske
Triple: [Omaha Central High School, hasAlumni, Norman Geske]
Generated description
Norman Geske was a prominent American art museum director and curator best known for his long tenure leading the Sheldon Memorial Art Gallery at the University of Nebraska–Lincoln and advancing modern art in the Midwest.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Norman Geske
Target entity description: Norman Geske was a prominent American art museum director and curator best known for his long tenure leading the Sheldon Memorial Art Gallery at the University of Nebraska–Lincoln and advancing modern art in the Midwest.
  • A. Fischer Black
    Fischer Black was an American economist and financial theorist best known for co-developing the Black–Scholes option pricing model, a foundational tool in modern quantitative finance.
  • B. David Meriwether
    David Meriwether was an American politician and statesman from Georgia who served in the U.S. Congress in the early 19th century.
  • C. Myron Scholes
    Myron Scholes is a Canadian-American economist and Nobel laureate best known for co-developing the Black–Scholes option pricing model, a foundational tool in modern financial economics.
  • D. Sanford Rothenberg
    Sanford Rothenberg was the second husband of actress Fay Wray, known primarily for his marriage to the iconic King Kong star.
  • E. George Bergstrom
    George Bergstrom was an American architect best known for designing the Pentagon, the headquarters of the United States Department of Defense.
  • 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_69ad8b1fb34081908c1b873e2b7273e1 completed March 8, 2026, 2:43 p.m.
NER Named-entity recognition batch_69ad9ab8e0a48190ac79e674abd181cf completed March 8, 2026, 3:50 p.m.
NED1 Entity disambiguation (via context triple) batch_69b1deafdcb881908174331d5bfc6349 completed March 11, 2026, 9:29 p.m.
NEDg Description generation batch_69b1df36fc448190856cda08f83feded completed March 11, 2026, 9:31 p.m.
NED2 Entity disambiguation (via description) batch_69b1dfae6bb48190828820eae70e2f84 completed March 11, 2026, 9:33 p.m.
Created at: March 8, 2026, 3 p.m.