Triple

T2293776
Position Surface form Disambiguated ID Type / Status
Subject Polish Socialist Party E51563 entity
Predicate notableMember P10 FINISHED
Object Herman Lieberman
Herman Lieberman was a prominent Polish socialist politician, lawyer, and parliamentarian active in the early 20th century, known for his leadership in the Polish left and opposition to authoritarianism.
E373276 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: Herman Lieberman | Statement: [Polish Socialist Party, notableMember, Herman Lieberman]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Herman Lieberman
Context triple: [Polish Socialist Party, notableMember, Herman Lieberman]
  • A. Sidney Levin
    Sidney Levin was a film editor best known for his work on influential American movies such as Martin Scorsese’s early crime drama "Mean Streets."
  • B. Saul Lieberman
    Saul Lieberman was a prominent 20th-century Talmudic scholar and philologist renowned for his critical editions and studies of rabbinic literature and its Greco-Roman context.
  • C. Theodore Shapiro
    Theodore Shapiro is an American film composer known for his work on numerous Hollywood comedies and dramas, including scores for major studio films.
  • D. Arthur J. Goldberg
    Arthur J. Goldberg was an American lawyer, U.S. Supreme Court associate justice, and former Secretary of Labor known for his strong support of civil rights and labor rights.
  • E. Irving Brecher
    Irving Brecher was an American screenwriter best known for his work on Marx Brothers comedies and classic Hollywood films of the 1930s and 1940s.
  • 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: Herman Lieberman
Triple: [Polish Socialist Party, notableMember, Herman Lieberman]
Generated description
Herman Lieberman was a prominent Polish socialist politician, lawyer, and parliamentarian active in the early 20th century, known for his leadership in the Polish left and opposition to authoritarianism.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Herman Lieberman
Target entity description: Herman Lieberman was a prominent Polish socialist politician, lawyer, and parliamentarian active in the early 20th century, known for his leadership in the Polish left and opposition to authoritarianism.
  • A. Sidney Levin
    Sidney Levin was a film editor best known for his work on influential American movies such as Martin Scorsese’s early crime drama "Mean Streets."
  • B. Saul Lieberman
    Saul Lieberman was a prominent 20th-century Talmudic scholar and philologist renowned for his critical editions and studies of rabbinic literature and its Greco-Roman context.
  • C. Theodore Shapiro
    Theodore Shapiro is an American film composer known for his work on numerous Hollywood comedies and dramas, including scores for major studio films.
  • D. Arthur J. Goldberg
    Arthur J. Goldberg was an American lawyer, U.S. Supreme Court associate justice, and former Secretary of Labor known for his strong support of civil rights and labor rights.
  • E. Irving Brecher
    Irving Brecher was an American screenwriter best known for his work on Marx Brothers comedies and classic Hollywood films of the 1930s and 1940s.
  • 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_69a88b09c644819090b503456d96bf70 completed March 4, 2026, 7:42 p.m.
NER Named-entity recognition batch_69abc5d90d988190b3253b54e5bb5530 completed March 7, 2026, 6:29 a.m.
NED1 Entity disambiguation (via context triple) batch_69b432e588308190bd331d7b8776e546 completed March 13, 2026, 3:53 p.m.
NEDg Description generation batch_69b436c3d6a0819081478d3cafb6f40b completed March 13, 2026, 4:09 p.m.
NED2 Entity disambiguation (via description) batch_69b43725f4108190b8f19fc730b72d98 completed March 13, 2026, 4:11 p.m.
Created at: March 4, 2026, 7:48 p.m.