Triple

T878431
Position Surface form Disambiguated ID Type / Status
Subject Socialist Party of America E18973 entity
Predicate notableMember P10 FINISHED
Object Victor L. Berger
Victor L. Berger was an American socialist politician and newspaper editor who became the first Socialist Party member elected to the U.S. Congress.
E108077 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: Victor L. Berger | Statement: [Socialist Party of America, notableMember, Victor L. Berger]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Victor L. Berger
Context triple: [Socialist Party of America, notableMember, Victor L. Berger]
  • A. Norman Thomas
    Norman Thomas was a prominent American socialist leader, Presbyterian minister, and six-time U.S. presidential candidate known for his advocacy of civil liberties, pacifism, and social justice.
  • B. George W. Norris
    George W. Norris was a progressive Republican U.S. senator from Nebraska renowned for his political independence, advocacy of New Deal reforms, and defense of constitutional principles, which earned him recognition in "Profiles in Courage."
  • C. William Z. Foster
    William Z. Foster was an American labor organizer and prominent leader of the Communist Party USA in the early to mid-20th century.
  • D. Samuel Blodgett
    Samuel Blodgett was an American lawyer, financier, and real estate developer known for his role in early U.S. federal projects, including work associated with the First Bank of the United States and the planning of Washington, D.C.
  • E. Eugene V. Debs
    Eugene V. Debs was a prominent American labor leader, socialist politician, and five-time presidential candidate who became a key figure in the early U.S. labor movement.
  • 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: Victor L. Berger
Triple: [Socialist Party of America, notableMember, Victor L. Berger]
Generated description
Victor L. Berger was an American socialist politician and newspaper editor who became the first Socialist Party member elected to the U.S. Congress.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Victor L. Berger
Target entity description: Victor L. Berger was an American socialist politician and newspaper editor who became the first Socialist Party member elected to the U.S. Congress.
  • A. Norman Thomas
    Norman Thomas was a prominent American socialist leader, Presbyterian minister, and six-time U.S. presidential candidate known for his advocacy of civil liberties, pacifism, and social justice.
  • B. George W. Norris
    George W. Norris was a progressive Republican U.S. senator from Nebraska renowned for his political independence, advocacy of New Deal reforms, and defense of constitutional principles, which earned him recognition in "Profiles in Courage."
  • C. William Z. Foster
    William Z. Foster was an American labor organizer and prominent leader of the Communist Party USA in the early to mid-20th century.
  • D. Samuel Blodgett
    Samuel Blodgett was an American lawyer, financier, and real estate developer known for his role in early U.S. federal projects, including work associated with the First Bank of the United States and the planning of Washington, D.C.
  • E. Eugene V. Debs
    Eugene V. Debs was a prominent American labor leader, socialist politician, and five-time presidential candidate who became a key figure in the early U.S. labor movement.
  • 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_69a4938db1f081909bcd1ad2713b6096 completed March 1, 2026, 7:29 p.m.
NER Named-entity recognition batch_69a4acb1dc20819095b9bb093158b60d completed March 1, 2026, 9:16 p.m.
NED1 Entity disambiguation (via context triple) batch_69a7cf55fec481908460522373cc48ba completed March 4, 2026, 6:21 a.m.
NEDg Description generation batch_69a7cfecba308190ae966e2e28e474b0 completed March 4, 2026, 6:23 a.m.
NED2 Entity disambiguation (via description) batch_69a7d041893881908a2dbf7af521db4d completed March 4, 2026, 6:25 a.m.
Created at: March 1, 2026, 7:39 p.m.