Triple

T789415
Position Surface form Disambiguated ID Type / Status
Subject National Center for Advancing Translational Sciences E16877 entity
Predicate operates P24 FINISHED
Object Toxicology in the 21st Century program
The Toxicology in the 21st Century program is a U.S. research initiative that uses modern high-throughput and computational methods to improve the prediction of chemical toxicity and reduce reliance on traditional animal testing.
E93888 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: Toxicology in the 21st Century program | Statement: [National Center for Advancing Translational Sciences, operates, Toxicology in the 21st Century program]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Toxicology in the 21st Century program
Context triple: [National Center for Advancing Translational Sciences, operates, Toxicology in the 21st Century program]
  • A. Division of Chemical Toxicology
    The Division of Chemical Toxicology is a specialized unit of the American Chemical Society that focuses on the chemistry of toxic substances and their effects on biological systems.
  • B. BioWatch program
    The BioWatch program is a U.S. national biosurveillance system designed to detect the airborne release of biological agents as early as possible to help prevent or mitigate bioterrorism attacks.
  • C. Environmental Health Sciences Core Centers
    Environmental Health Sciences Core Centers are specialized research hubs that support multidisciplinary studies on how environmental factors affect human health, providing shared resources, expertise, and infrastructure to investigators.
  • D. National Center for Toxicological Research
    The National Center for Toxicological Research is a U.S. federal research facility that conducts scientific studies to support the safety evaluation and regulatory decisions of the Food and Drug Administration.
  • E. Working Group on Response to Incidents Involving Harmful Substances
    The Working Group on Response to Incidents Involving Harmful Substances is a HELCOM expert body that coordinates and develops regional preparedness, response, and cooperation measures for pollution and hazardous substance incidents in the Baltic Sea.
  • 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: Toxicology in the 21st Century program
Triple: [National Center for Advancing Translational Sciences, operates, Toxicology in the 21st Century program]
Generated description
The Toxicology in the 21st Century program is a U.S. research initiative that uses modern high-throughput and computational methods to improve the prediction of chemical toxicity and reduce reliance on traditional animal testing.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Toxicology in the 21st Century program
Target entity description: The Toxicology in the 21st Century program is a U.S. research initiative that uses modern high-throughput and computational methods to improve the prediction of chemical toxicity and reduce reliance on traditional animal testing.
  • A. Division of Chemical Toxicology
    The Division of Chemical Toxicology is a specialized unit of the American Chemical Society that focuses on the chemistry of toxic substances and their effects on biological systems.
  • B. BioWatch program
    The BioWatch program is a U.S. national biosurveillance system designed to detect the airborne release of biological agents as early as possible to help prevent or mitigate bioterrorism attacks.
  • C. Environmental Health Sciences Core Centers
    Environmental Health Sciences Core Centers are specialized research hubs that support multidisciplinary studies on how environmental factors affect human health, providing shared resources, expertise, and infrastructure to investigators.
  • D. National Center for Toxicological Research
    The National Center for Toxicological Research is a U.S. federal research facility that conducts scientific studies to support the safety evaluation and regulatory decisions of the Food and Drug Administration.
  • E. Working Group on Response to Incidents Involving Harmful Substances
    The Working Group on Response to Incidents Involving Harmful Substances is a HELCOM expert body that coordinates and develops regional preparedness, response, and cooperation measures for pollution and hazardous substance incidents in the Baltic Sea.
  • 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_69a4936cb7448190914f5fe4b8d81607 completed March 1, 2026, 7:28 p.m.
NER Named-entity recognition batch_69a4a7841b0c8190859ecd247e32c6ec completed March 1, 2026, 8:54 p.m.
NED1 Entity disambiguation (via context triple) batch_69a6787eac608190acc40d56f827284e completed March 3, 2026, 5:58 a.m.
NEDg Description generation batch_69a67a663f6c819084b5dffdde3531aa completed March 3, 2026, 6:06 a.m.
NED2 Entity disambiguation (via description) batch_69a67b1d50b0819088232ad797babced completed March 3, 2026, 6:09 a.m.
Created at: March 1, 2026, 7:38 p.m.