Triple

T6098188
Position Surface form Disambiguated ID Type / Status
Subject United States National Library of Medicine E135928 entity
Predicate operatesService P5884 FINISHED
Object TOXNET
TOXNET is an online database system providing access to toxicology, hazardous chemicals, and environmental health information developed by the U.S. National Library of Medicine.
 E569107 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: TOXNET | Statement: [United States National Library of Medicine, operatesService, TOXNET]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: TOXNET
Context triple: [United States National Library of Medicine, operatesService, TOXNET]
  • A. toxaphene
    Toxaphene is a highly toxic, persistent organochlorine insecticide and environmental pollutant that has been widely banned due to its long-term ecological and health impacts.
  • B. Agency for Toxic Substances and Disease Registry
    The Agency for Toxic Substances and Disease Registry is a U.S. federal public health agency that evaluates and prevents harmful health effects from exposure to hazardous substances in the environment.
  • C. National Toxicology Program
    The National Toxicology Program is a U.S. interagency program that evaluates and reports on the health effects of environmental substances, chemicals, and other toxic agents to protect public health.
  • D. TSCA Inventory of chemical substances
    The TSCA Inventory of chemical substances is the official U.S. Environmental Protection Agency list of chemical substances that are manufactured, processed, or imported in the United States for commercial purposes.
  • E. 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.
  • 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: TOXNET
Triple: [United States National Library of Medicine, operatesService, TOXNET]
Generated description
TOXNET is an online database system providing access to toxicology, hazardous chemicals, and environmental health information developed by the U.S. National Library of Medicine.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: TOXNET
Target entity description: TOXNET is an online database system providing access to toxicology, hazardous chemicals, and environmental health information developed by the U.S. National Library of Medicine.
  • A. toxaphene
    Toxaphene is a highly toxic, persistent organochlorine insecticide and environmental pollutant that has been widely banned due to its long-term ecological and health impacts.
  • B. Agency for Toxic Substances and Disease Registry
    The Agency for Toxic Substances and Disease Registry is a U.S. federal public health agency that evaluates and prevents harmful health effects from exposure to hazardous substances in the environment.
  • C. National Toxicology Program
    The National Toxicology Program is a U.S. interagency program that evaluates and reports on the health effects of environmental substances, chemicals, and other toxic agents to protect public health.
  • D. TSCA Inventory of chemical substances
    The TSCA Inventory of chemical substances is the official U.S. Environmental Protection Agency list of chemical substances that are manufactured, processed, or imported in the United States for commercial purposes.
  • E. 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.
  • 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_69c0087cd3c48190b459848c72d84eb1 completed March 22, 2026, 3:19 p.m.
NER Named-entity recognition batch_69c05a9a02888190ac201acd14c3fc31 completed March 22, 2026, 9:09 p.m.
NED1 Entity disambiguation (via context triple) batch_69c1254365708190b8feb95dfb2b730d completed March 23, 2026, 11:34 a.m.
NEDg Description generation batch_69c125d888cc819092b765d47f1d9f9f completed March 23, 2026, 11:36 a.m.
NED2 Entity disambiguation (via description) batch_69c126f308988190ab6cb6c79ea12877 completed March 23, 2026, 11:41 a.m.
Created at: March 22, 2026, 4:12 p.m.