Triple

T1511474
Position Surface form Disambiguated ID Type / Status
Subject Robert Serber E32022 entity
Predicate familyName P18 FINISHED
Object Serber
Serber is a surname most notably associated with American physicist Robert Serber, who contributed to the Manhattan Project.
E172421 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: Serber | Statement: [Robert Serber, familyName, Serber]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Serber
Context triple: [Robert Serber, familyName, Serber]
  • A. Sarbox
    Sarbox is a common shorthand for the Sarbanes–Oxley Act of 2002, a U.S. federal law that overhauled corporate governance and financial reporting requirements to protect investors from accounting fraud.
  • B. Heed
    Heed is the fiercely loyal yet conflicted protagonist of Toni Morrison’s novel "Love," whose lifelong bond and rivalry with her friend Christine drive much of the story’s emotional and thematic tension.
  • C. Sabotage
    "Sabotage" is a 2014 American action thriller film directed by David Ayer, featuring an ensemble cast led by Arnold Schwarzenegger as members of an elite DEA task force.
  • D. Sabotage
    Sabotage is a 1936 British thriller film directed by Alfred Hitchcock, loosely based on Joseph Conrad’s novel "The Secret Agent," about a cinema owner secretly involved in a terrorist bombing plot in London.
  • E. Cassibile
    Cassibile is a village in southeastern Sicily, Italy, historically notable as the site where the 1943 armistice between Italy and the Allies was signed during World War II.
  • 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: Serber
Triple: [Robert Serber, familyName, Serber]
Generated description
Serber is a surname most notably associated with American physicist Robert Serber, who contributed to the Manhattan Project.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Serber
Target entity description: Serber is a surname most notably associated with American physicist Robert Serber, who contributed to the Manhattan Project.
  • A. Sarbox
    Sarbox is a common shorthand for the Sarbanes–Oxley Act of 2002, a U.S. federal law that overhauled corporate governance and financial reporting requirements to protect investors from accounting fraud.
  • B. Heed
    Heed is the fiercely loyal yet conflicted protagonist of Toni Morrison’s novel "Love," whose lifelong bond and rivalry with her friend Christine drive much of the story’s emotional and thematic tension.
  • C. Sabotage
    "Sabotage" is a 2014 American action thriller film directed by David Ayer, featuring an ensemble cast led by Arnold Schwarzenegger as members of an elite DEA task force.
  • D. Sabotage
    Sabotage is a 1936 British thriller film directed by Alfred Hitchcock, loosely based on Joseph Conrad’s novel "The Secret Agent," about a cinema owner secretly involved in a terrorist bombing plot in London.
  • E. Cassibile
    Cassibile is a village in southeastern Sicily, Italy, historically notable as the site where the 1943 armistice between Italy and the Allies was signed during World War II.
  • 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_69a885e8caf88190a5fbb6159ce87786 completed March 4, 2026, 7:20 p.m.
NER Named-entity recognition batch_69aa61db41c88190a2d97cc9cbbc3f06 completed March 6, 2026, 5:10 a.m.
NED1 Entity disambiguation (via context triple) batch_69ad233e6e748190929b3f339cc9bd4b completed March 8, 2026, 7:20 a.m.
NEDg Description generation batch_69ad23e279e88190ae341af34ea98487 completed March 8, 2026, 7:23 a.m.
NED2 Entity disambiguation (via description) batch_69ad24f7d8b081909241ab3995172f4d completed March 8, 2026, 7:27 a.m.
Created at: March 4, 2026, 7:26 p.m.