Triple

T8726951
Position Surface form Disambiguated ID Type / Status
Subject Renata Klein E207152 entity
Predicate spouse P13 FINISHED
Object Gordon Klein
Gordon Klein is an American accounting lecturer and attorney who gained national attention in 2020 after a controversy over his response to student requests related to the George Floyd protests.
E780010 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: Gordon Klein | Statement: [Renata Klein, spouse, Gordon Klein]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Gordon Klein
Context triple: [Renata Klein, spouse, Gordon Klein]
  • A. Kenneth Biller
    Kenneth Biller is an American television writer and producer best known for his work on series such as "Star Trek: Voyager" and the anthology drama "Genius."
  • B. Dennis Klein
    Dennis Klein is a television writer and producer best known for co-creating the influential HBO comedy series "The Larry Sanders Show."
  • C. Hal Bidlack
    Hal Bidlack is an American political science professor, retired U.S. Air Force officer, and public speaker known for his work in skepticism and secular humanism.
  • D. Gary Tinterow
    Gary Tinterow is an American art historian and museum curator best known for leading the Museum of Fine Arts, Houston and for his scholarship on 19th-century European art.
  • E. Ben Karlin
    Ben Karlin is an American television writer and producer best known for his work on The Daily Show and The Colbert Report.
  • 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: Gordon Klein
Triple: [Renata Klein, spouse, Gordon Klein]
Generated description
Gordon Klein is an American accounting lecturer and attorney who gained national attention in 2020 after a controversy over his response to student requests related to the George Floyd protests.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Gordon Klein
Target entity description: Gordon Klein is an American accounting lecturer and attorney who gained national attention in 2020 after a controversy over his response to student requests related to the George Floyd protests.
  • A. Kenneth Biller
    Kenneth Biller is an American television writer and producer best known for his work on series such as "Star Trek: Voyager" and the anthology drama "Genius."
  • B. Dennis Klein
    Dennis Klein is a television writer and producer best known for co-creating the influential HBO comedy series "The Larry Sanders Show."
  • C. Hal Bidlack
    Hal Bidlack is an American political science professor, retired U.S. Air Force officer, and public speaker known for his work in skepticism and secular humanism.
  • D. Gary Tinterow
    Gary Tinterow is an American art historian and museum curator best known for leading the Museum of Fine Arts, Houston and for his scholarship on 19th-century European art.
  • E. Ben Karlin
    Ben Karlin is an American television writer and producer best known for his work on The Daily Show and The Colbert Report.
  • 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_69ca835811d8819081ea00fd2a2c9a1c completed March 30, 2026, 2:06 p.m.
NER Named-entity recognition batch_69cc5d16cba881908e2a14b60ae65524 completed March 31, 2026, 11:47 p.m.
NED1 Entity disambiguation (via context triple) batch_69d0470dd24c8190851f71104c9fdf0f completed April 3, 2026, 11:02 p.m.
NEDg Description generation batch_69d0489f19808190b793dac8c0f743bc completed April 3, 2026, 11:09 p.m.
NED2 Entity disambiguation (via description) batch_69d0496ccb908190b9ebe632df1447be completed April 3, 2026, 11:12 p.m.
Created at: March 30, 2026, 6:37 p.m.