Triple

T6207332
Position Surface form Disambiguated ID Type / Status
Subject Royal Society of Chemistry E138779 entity
Predicate cooperatesWith P435 FINISHED
Object European Chemical Society
The European Chemical Society is a federation of chemical societies across Europe that promotes chemistry research, education, and policy at the European level.
E576774 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: European Chemical Society | Statement: [Royal Society of Chemistry, cooperatesWith, European Chemical Society]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: European Chemical Society
Context triple: [Royal Society of Chemistry, cooperatesWith, European Chemical Society]
  • A. Royal Society of Chemistry
    The Royal Society of Chemistry is a major UK-based professional body and learned society dedicated to advancing the chemical sciences through research, education, publishing, and community support.
  • B. German Chemical Society
    The German Chemical Society is a major professional association representing chemists in Germany, promoting chemical sciences through research support, publications, and educational initiatives.
  • C. American Chemical Society
    The American Chemical Society is a leading U.S.-based scientific society dedicated to advancing the study and practice of chemistry through research publications, conferences, education, and professional support for chemists.
  • D. Indian Chemical Society
    The Indian Chemical Society is a professional scientific organization in India dedicated to advancing research, education, and collaboration in the field of chemistry.
  • E. International Union of Crystallography
    The International Union of Crystallography is a global scientific organization that promotes international cooperation in crystallography, sets standards, and publishes key journals and reference works in the 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: European Chemical Society
Triple: [Royal Society of Chemistry, cooperatesWith, European Chemical Society]
Generated description
The European Chemical Society is a federation of chemical societies across Europe that promotes chemistry research, education, and policy at the European level.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: European Chemical Society
Target entity description: The European Chemical Society is a federation of chemical societies across Europe that promotes chemistry research, education, and policy at the European level.
  • A. Royal Society of Chemistry
    The Royal Society of Chemistry is a major UK-based professional body and learned society dedicated to advancing the chemical sciences through research, education, publishing, and community support.
  • B. German Chemical Society
    The German Chemical Society is a major professional association representing chemists in Germany, promoting chemical sciences through research support, publications, and educational initiatives.
  • C. American Chemical Society
    The American Chemical Society is a leading U.S.-based scientific society dedicated to advancing the study and practice of chemistry through research publications, conferences, education, and professional support for chemists.
  • D. Indian Chemical Society
    The Indian Chemical Society is a professional scientific organization in India dedicated to advancing research, education, and collaboration in the field of chemistry.
  • E. International Union of Crystallography
    The International Union of Crystallography is a global scientific organization that promotes international cooperation in crystallography, sets standards, and publishes key journals and reference works in the 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_69c008ada364819096c9e92c74d639b5 completed March 22, 2026, 3:20 p.m.
NER Named-entity recognition batch_69c06270b8d08190a81bc03c8175b989 completed March 22, 2026, 9:43 p.m.
NED1 Entity disambiguation (via context triple) batch_69c16f4ce8888190b5cc4f1b091e88f3 completed March 23, 2026, 4:50 p.m.
NEDg Description generation batch_69c1e69150ac81909f7247ba3dd1e373 completed March 24, 2026, 1:19 a.m.
NED2 Entity disambiguation (via description) batch_69c1e71bd420819082d802f810baa61e completed March 24, 2026, 1:21 a.m.
Created at: March 22, 2026, 4:20 p.m.