Triple

T5305623
Position Surface form Disambiguated ID Type / Status
Subject Schatz E120093 entity
Predicate hasNotableBearer P458 FINISHED
Object George C. Schatz
George C. Schatz is an American theoretical chemist renowned for his contributions to reaction dynamics, nanoscience, and computational chemistry.
 E514825 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: George C. Schatz | Statement: [Schatz, hasNotableBearer, George C. Schatz]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: George C. Schatz
Context triple: [Schatz, hasNotableBearer, George C. Schatz]
  • A. Frederick Seitz
    Frederick Seitz was an influential American physicist and solid-state physics pioneer who served as president of the National Academy of Sciences and Rockefeller University.
  • B. Donald F. Hornig
    Donald F. Hornig was an American chemist and science advisor who served as a key presidential science counselor, notably to President Lyndon B. Johnson.
  • C. John Ziman
    John Ziman was a New Zealand-born British physicist and influential philosopher of science known for his work in condensed matter physics and his writings on the social dimensions of scientific research.
  • D. Charles J.D. Schlissel
    Charles J.D. Schlissel is a film producer best known for his work on major Hollywood thrillers such as "Flightplan."
  • E. Philip J. Suess
    Philip J. Suess is an American politician who serves as the mayor of Wheaton, Illinois.
  • 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: George C. Schatz
Triple: [Schatz, hasNotableBearer, George C. Schatz]
Generated description
George C. Schatz is an American theoretical chemist renowned for his contributions to reaction dynamics, nanoscience, and computational chemistry.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: George C. Schatz
Target entity description: George C. Schatz is an American theoretical chemist renowned for his contributions to reaction dynamics, nanoscience, and computational chemistry.
  • A. Frederick Seitz
    Frederick Seitz was an influential American physicist and solid-state physics pioneer who served as president of the National Academy of Sciences and Rockefeller University.
  • B. Donald F. Hornig
    Donald F. Hornig was an American chemist and science advisor who served as a key presidential science counselor, notably to President Lyndon B. Johnson.
  • C. John Ziman
    John Ziman was a New Zealand-born British physicist and influential philosopher of science known for his work in condensed matter physics and his writings on the social dimensions of scientific research.
  • D. Charles J.D. Schlissel
    Charles J.D. Schlissel is a film producer best known for his work on major Hollywood thrillers such as "Flightplan."
  • E. Philip J. Suess
    Philip J. Suess is an American politician who serves as the mayor of Wheaton, Illinois.
  • 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_69bd44704be88190acdb2ac481b0ff55 completed March 20, 2026, 12:58 p.m.
NER Named-entity recognition batch_69bd851dd0d081909c0bf1423278ad8a completed March 20, 2026, 5:34 p.m.
NED1 Entity disambiguation (via context triple) batch_69bf2907e4cc8190a25f457c17c747ff completed March 21, 2026, 11:26 p.m.
NEDg Description generation batch_69bf2996154c81909bd5aca5cdc4e426 completed March 21, 2026, 11:28 p.m.
NED2 Entity disambiguation (via description) batch_69bf29f6a5b0819096e53ce3a7e14266 completed March 21, 2026, 11:29 p.m.
Created at: March 20, 2026, 1:53 p.m.