Triple

T2799994
Position Surface form Disambiguated ID Type / Status
Subject Shinya Yamanaka E53130 entity
Predicate knownFor P22 FINISHED
Object Yamanaka factors
Yamanaka factors are a set of transcription factors that can reprogram adult somatic cells into induced pluripotent stem cells, revolutionizing regenerative medicine and stem cell research.
 E299917 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: Yamanaka factors | Statement: [Shinya Yamanaka, knownFor, Yamanaka factors]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Yamanaka factors
Context triple: [Shinya Yamanaka, knownFor, Yamanaka factors]
  • A. DPPA
    DPPA is the United Nations department responsible for conflict prevention, peacemaking, and supporting political and peacebuilding efforts worldwide.
  • B. Kashiwara
    Kashiwara is a city in Osaka Prefecture, Japan, known as a suburban residential and commercial area within the Kansai region’s rail network.
  • C. Center for Cellular and Molecular Therapeutics
    The Center for Cellular and Molecular Therapeutics is a research institute specializing in developing gene and cell-based therapies for pediatric and genetic diseases.
  • D. Cambridge Blood and Stem Cell Biobank
    The Cambridge Blood and Stem Cell Biobank is a major research facility that collects, processes, and stores human blood and stem cell samples to support biomedical and translational research.
  • E. The Cell
    The Cell is a nickname for the Chicago White Sox’s home ballpark, officially known for much of its history as U.S. Cellular Field.
  • 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: Yamanaka factors
Triple: [Shinya Yamanaka, knownFor, Yamanaka factors]
Generated description
Yamanaka factors are a set of transcription factors that can reprogram adult somatic cells into induced pluripotent stem cells, revolutionizing regenerative medicine and stem cell research.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Yamanaka factors
Target entity description: Yamanaka factors are a set of transcription factors that can reprogram adult somatic cells into induced pluripotent stem cells, revolutionizing regenerative medicine and stem cell research.
  • A. DPPA
    DPPA is the United Nations department responsible for conflict prevention, peacemaking, and supporting political and peacebuilding efforts worldwide.
  • B. Kashiwara
    Kashiwara is a city in Osaka Prefecture, Japan, known as a suburban residential and commercial area within the Kansai region’s rail network.
  • C. Center for Cellular and Molecular Therapeutics
    The Center for Cellular and Molecular Therapeutics is a research institute specializing in developing gene and cell-based therapies for pediatric and genetic diseases.
  • D. Cambridge Blood and Stem Cell Biobank
    The Cambridge Blood and Stem Cell Biobank is a major research facility that collects, processes, and stores human blood and stem cell samples to support biomedical and translational research.
  • E. The Cell
    The Cell is a nickname for the Chicago White Sox’s home ballpark, officially known for much of its history as U.S. Cellular Field.
  • 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_69ab495a90788190941b6917e1eca3a6 completed March 6, 2026, 9:38 p.m.
NER Named-entity recognition batch_69abddf4ca9c8190a4adfd1c1373af41 completed March 7, 2026, 8:12 a.m.
NED1 Entity disambiguation (via context triple) batch_69afc66ad9cc81908af6d3816a840c75 completed March 10, 2026, 7:21 a.m.
NEDg Description generation batch_69afc80ba2148190ae0c1f6425d52dfd completed March 10, 2026, 7:28 a.m.
NED2 Entity disambiguation (via description) batch_69afc97fc45481908aa72ac8607c34ac completed March 10, 2026, 7:34 a.m.
Created at: March 6, 2026, 9:58 p.m.