Triple

T4424395
Position Surface form Disambiguated ID Type / Status
Subject Brian Nosek E95175 entity
Predicate knownFor P22 FINISHED
Object Reproducibility Project
The Reproducibility Project is a large-scale collaborative effort in psychology that systematically attempted to replicate published studies to assess the reliability of scientific findings.
 E437191 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: Reproducibility Project | Statement: [Brian Nosek, knownFor, Reproducibility Project]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Reproducibility Project
Context triple: [Brian Nosek, knownFor, Reproducibility Project]
  • A. Springer Nature Experiments
    Springer Nature Experiments is an online platform by Springer Nature that provides curated, searchable experimental protocols and methods for researchers in the life and physical sciences.
  • B. Royal Society Open Science
    Royal Society Open Science is a peer-reviewed, open-access scientific journal published by the Royal Society that covers a broad range of scientific disciplines.
  • C. Harvard Dataverse
    Harvard Dataverse is a research data repository platform that enables scholars to share, publish, and preserve datasets, primarily used by the academic community.
  • D. The Science Survey
    The Science Survey is the student-run newspaper of The Bronx High School of Science, featuring news, opinion pieces, and creative work by its students.
  • E. ResearchKit
    ResearchKit is an open-source framework from Apple that enables researchers and developers to create iOS apps for conducting medical studies and collecting health-related data from participants.
  • 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: Reproducibility Project
Triple: [Brian Nosek, knownFor, Reproducibility Project]
Generated description
The Reproducibility Project is a large-scale collaborative effort in psychology that systematically attempted to replicate published studies to assess the reliability of scientific findings.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Reproducibility Project
Target entity description: The Reproducibility Project is a large-scale collaborative effort in psychology that systematically attempted to replicate published studies to assess the reliability of scientific findings.
  • A. Springer Nature Experiments
    Springer Nature Experiments is an online platform by Springer Nature that provides curated, searchable experimental protocols and methods for researchers in the life and physical sciences.
  • B. Royal Society Open Science
    Royal Society Open Science is a peer-reviewed, open-access scientific journal published by the Royal Society that covers a broad range of scientific disciplines.
  • C. Harvard Dataverse
    Harvard Dataverse is a research data repository platform that enables scholars to share, publish, and preserve datasets, primarily used by the academic community.
  • D. The Science Survey
    The Science Survey is the student-run newspaper of The Bronx High School of Science, featuring news, opinion pieces, and creative work by its students.
  • E. ResearchKit
    ResearchKit is an open-source framework from Apple that enables researchers and developers to create iOS apps for conducting medical studies and collecting health-related data from participants.
  • 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_69b3453a36908190b95a79a297ca083c completed March 12, 2026, 10:59 p.m.
NER Named-entity recognition batch_69b3554ca5208190ba2661616dcf071c completed March 13, 2026, 12:07 a.m.
NED1 Entity disambiguation (via context triple) batch_69b5f62f7eb88190a02669845126e790 completed March 14, 2026, 11:58 p.m.
NEDg Description generation batch_69b5f6c8a58481908d7bd3d4cfaf265c completed March 15, 2026, 12:01 a.m.
NED2 Entity disambiguation (via description) batch_69b5f73f38d481908ad44dfd33de85ca completed March 15, 2026, 12:03 a.m.
Created at: March 12, 2026, 11:30 p.m.