Triple

T277150
Position Surface form Disambiguated ID Type / Status
Subject Herbert Marcuse E5273 entity
Predicate spouse P13 FINISHED
Object Inge Neumann
Inge Neumann was a German political activist and writer associated with leftist and anti-fascist movements in the early 20th century.
E36061 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: Inge Neumann | Statement: [Herbert Marcuse, spouse, Inge Neumann]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Inge Neumann
Context triple: [Herbert Marcuse, spouse, Inge Neumann]
  • A. Grete Hermann
    Grete Hermann was a German mathematician and philosopher known for her foundational work in quantum mechanics and early contributions to computer science and the philosophy of science.
  • B. Angela Dorothea Kasner
    Angela Dorothea Kasner is the birth name of Angela Merkel, the long-serving former Chancellor of Germany and a leading figure in European politics.
  • C. Olga Taussky-Todd
    Olga Taussky-Todd was an Austrian-born mathematician renowned for her work in algebra, matrix theory, and number theory, and for her influential role in mid-20th-century mathematical research and education.
  • D. Verena Huber-Dyson
    Verena Huber-Dyson was a Swiss-American mathematician known for her work in group theory and logic, and for her contributions to the philosophy of mathematics.
  • E. Anita Gütermann
    Anita Gütermann was a German heiress from the Gütermann industrial family who became known as the first wife of renowned conductor Herbert von Karajan.
  • 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: Inge Neumann
Triple: [Herbert Marcuse, spouse, Inge Neumann]
Generated description
Inge Neumann was a German political activist and writer associated with leftist and anti-fascist movements in the early 20th century.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Inge Neumann
Target entity description: Inge Neumann was a German political activist and writer associated with leftist and anti-fascist movements in the early 20th century.
  • A. Grete Hermann
    Grete Hermann was a German mathematician and philosopher known for her foundational work in quantum mechanics and early contributions to computer science and the philosophy of science.
  • B. Angela Dorothea Kasner
    Angela Dorothea Kasner is the birth name of Angela Merkel, the long-serving former Chancellor of Germany and a leading figure in European politics.
  • C. Olga Taussky-Todd
    Olga Taussky-Todd was an Austrian-born mathematician renowned for her work in algebra, matrix theory, and number theory, and for her influential role in mid-20th-century mathematical research and education.
  • D. Verena Huber-Dyson
    Verena Huber-Dyson was a Swiss-American mathematician known for her work in group theory and logic, and for her contributions to the philosophy of mathematics.
  • E. Anita Gütermann
    Anita Gütermann was a German heiress from the Gütermann industrial family who became known as the first wife of renowned conductor Herbert von Karajan.
  • 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_69a257e6c8788190987dfe705ca2912a completed Feb. 28, 2026, 2:50 a.m.
NER Named-entity recognition batch_69a25ded68c88190b1fc595ce329aeb9 completed Feb. 28, 2026, 3:15 a.m.
NED1 Entity disambiguation (via context triple) batch_69a391525a7081909166884a8ea47ace completed March 1, 2026, 1:07 a.m.
NEDg Description generation batch_69a391e734148190a56e6a07447af304 completed March 1, 2026, 1:09 a.m.
NED2 Entity disambiguation (via description) batch_69a3924ca2148190811f9d376805d0cd completed March 1, 2026, 1:11 a.m.
Created at: Feb. 28, 2026, 2:59 a.m.