Triple

T1511480
Position Surface form Disambiguated ID Type / Status
Subject Robert Serber E32022 entity
Predicate notableWork P4 FINISHED
Object Los Alamos Primer
Los Alamos Primer is a series of introductory lectures delivered in 1943 that outlined the fundamental physics and design concepts behind the first atomic bombs for scientists at the Los Alamos Laboratory.
E172422 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: Los Alamos Primer | Statement: [Robert Serber, notableWork, Los Alamos Primer]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Los Alamos Primer
Context triple: [Robert Serber, notableWork, Los Alamos Primer]
  • A. MAUD Report
    The MAUD Report was a secret 1941 British scientific assessment that concluded an atomic bomb was feasible and helped spur the U.S. Manhattan Project.
  • B. Now It Can Be Told: The Story of the Manhattan Project
    "Now It Can Be Told: The Story of the Manhattan Project" is a firsthand historical account of the development of the atomic bomb during World War II, written by the U.S. Army general who directed the project.
  • C. Pandora’s Keepers: Nine Men and the Atomic Bomb
    Pandora’s Keepers: Nine Men and the Atomic Bomb is a historical nonfiction book that examines the lives, motivations, and moral dilemmas of the key scientists behind the creation of the first atomic bomb.
  • D. Frisch–Peierls memorandum
    The Frisch–Peierls memorandum was a pivotal 1940 document by physicists Otto Frisch and Rudolf Peierls that first outlined the feasibility of a small, practical uranium-based atomic bomb, helping to catalyze British and later Allied nuclear weapons research.
  • E. Blowback
    Blowback is a political nonfiction book by Chalmers Johnson that critiques U.S. foreign policy and explores how American military and economic actions abroad can provoke unintended and often violent consequences.
  • 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: Los Alamos Primer
Triple: [Robert Serber, notableWork, Los Alamos Primer]
Generated description
Los Alamos Primer is a series of introductory lectures delivered in 1943 that outlined the fundamental physics and design concepts behind the first atomic bombs for scientists at the Los Alamos Laboratory.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Los Alamos Primer
Target entity description: Los Alamos Primer is a series of introductory lectures delivered in 1943 that outlined the fundamental physics and design concepts behind the first atomic bombs for scientists at the Los Alamos Laboratory.
  • A. MAUD Report
    The MAUD Report was a secret 1941 British scientific assessment that concluded an atomic bomb was feasible and helped spur the U.S. Manhattan Project.
  • B. Now It Can Be Told: The Story of the Manhattan Project
    "Now It Can Be Told: The Story of the Manhattan Project" is a firsthand historical account of the development of the atomic bomb during World War II, written by the U.S. Army general who directed the project.
  • C. Pandora’s Keepers: Nine Men and the Atomic Bomb
    Pandora’s Keepers: Nine Men and the Atomic Bomb is a historical nonfiction book that examines the lives, motivations, and moral dilemmas of the key scientists behind the creation of the first atomic bomb.
  • D. Frisch–Peierls memorandum
    The Frisch–Peierls memorandum was a pivotal 1940 document by physicists Otto Frisch and Rudolf Peierls that first outlined the feasibility of a small, practical uranium-based atomic bomb, helping to catalyze British and later Allied nuclear weapons research.
  • E. Blowback
    Blowback is a political nonfiction book by Chalmers Johnson that critiques U.S. foreign policy and explores how American military and economic actions abroad can provoke unintended and often violent consequences.
  • 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.