Triple

T6599631
Position Surface form Disambiguated ID Type / Status
Subject Max Planck Institute for Human Development E148563 entity
Predicate employerOf P7 FINISHED
Object Ulman Lindenberger
Ulman Lindenberger is a German psychologist and lifespan developmental researcher known for his work on cognitive aging and the interplay between brain, behavior, and environment.
E607251 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: Ulman Lindenberger | Statement: [Max Planck Institute for Human Development, employerOf, Ulman Lindenberger]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ulman Lindenberger
Context triple: [Max Planck Institute for Human Development, employerOf, Ulman Lindenberger]
  • A. William Wendt
    William Wendt was a prominent American landscape painter celebrated as a leading figure of the California Impressionist movement.
  • B. Karl Walter Lindenlaub
    Karl Walter Lindenlaub is a German cinematographer known for his work on major Hollywood films, including the science fiction blockbuster "Independence Day."
  • C. Richard Lindheim
    Richard Lindheim was an American television producer and executive best known for co-creating the crime drama series "The Equalizer" and for his influential roles at major networks and studios.
  • D. Arthur Unger
    Arthur Unger is a notable individual distinguished enough to be specifically recognized as a prominent bearer of the surname Unger.
  • E. Thomas Ehrlich
    Thomas Ehrlich is an American legal scholar and academic administrator known for serving as president of Indiana University and for his work promoting civic engagement in higher education.
  • 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: Ulman Lindenberger
Triple: [Max Planck Institute for Human Development, employerOf, Ulman Lindenberger]
Generated description
Ulman Lindenberger is a German psychologist and lifespan developmental researcher known for his work on cognitive aging and the interplay between brain, behavior, and environment.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ulman Lindenberger
Target entity description: Ulman Lindenberger is a German psychologist and lifespan developmental researcher known for his work on cognitive aging and the interplay between brain, behavior, and environment.
  • A. William Wendt
    William Wendt was a prominent American landscape painter celebrated as a leading figure of the California Impressionist movement.
  • B. Karl Walter Lindenlaub
    Karl Walter Lindenlaub is a German cinematographer known for his work on major Hollywood films, including the science fiction blockbuster "Independence Day."
  • C. Richard Lindheim
    Richard Lindheim was an American television producer and executive best known for co-creating the crime drama series "The Equalizer" and for his influential roles at major networks and studios.
  • D. Arthur Unger
    Arthur Unger is a notable individual distinguished enough to be specifically recognized as a prominent bearer of the surname Unger.
  • E. Thomas Ehrlich
    Thomas Ehrlich is an American legal scholar and academic administrator known for serving as president of Indiana University and for his work promoting civic engagement in higher education.
  • 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_69c687e7b8688190811ffee72e096468 completed March 27, 2026, 1:36 p.m.
NER Named-entity recognition batch_69c6aeeffdf0819090af7bba918bef84 completed March 27, 2026, 4:23 p.m.
NED1 Entity disambiguation (via context triple) batch_69c6e43224dc81909dea493a5ee2726e completed March 27, 2026, 8:10 p.m.
NEDg Description generation batch_69c6e4e9c344819099ad11c21c2e4a6e completed March 27, 2026, 8:13 p.m.
NED2 Entity disambiguation (via description) batch_69c6e581a4f88190b1f64033a49d1bae completed March 27, 2026, 8:16 p.m.
Created at: March 27, 2026, 1:56 p.m.