Triple

T7047122
Position Surface form Disambiguated ID Type / Status
Subject Lynn Harold Loomis E163664 entity
Predicate coauthor P2389 FINISHED
Object Shlomo Sternberg E639090 NE FINISHED

How this triple was built (2 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: Shlomo Sternberg | Statement: [Lynn Harold Loomis, coauthor, Shlomo Sternberg]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Shlomo Sternberg
Context triple: [Lynn Harold Loomis, coauthor, Shlomo Sternberg]
  • A. Shlomo Sternberg chosen
    Shlomo Sternberg is an American mathematician known for his influential work in differential geometry, Lie groups, and mathematical physics, as well as for several widely used advanced mathematics textbooks.
  • B. René Leibowitz
    René Leibowitz was a Polish-born French composer, conductor, and influential music theorist who helped introduce and promote twelve-tone and serial techniques in postwar France.
  • C. Benno Levin
    Benno Levin is a mysterious, mentally unstable stalker and would-be assassin who obsessively pursues billionaire asset manager Eric Packer in Don DeLillo’s novel "Cosmopolis."
  • D. Hillel Steiner
    Hillel Steiner is a political philosopher known for his work on rights, justice, and libertarianism within the analytic tradition.
  • E. Sandro Stern
    Sandro Stern is a screenwriter best known for his work on the horror film "The Amityville Horror."
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (3 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_69c6885f598c8190b6b6495c59d8d962 completed March 27, 2026, 1:38 p.m.
NER Named-entity recognition batch_69c6e23a72f481909ce77ef73b06ea95 completed March 27, 2026, 8:02 p.m.
NED1 Entity disambiguation (via context triple) batch_69c794429b648190b6399a2447db07d0 completed March 28, 2026, 8:41 a.m.
Created at: March 27, 2026, 2:37 p.m.