Triple

T12980081
Position Surface form Disambiguated ID Type / Status
Subject American College of Gastroenterology E321630 entity
Predicate publishes P80 FINISHED
Object Clinical and Translational Gastroenterology
Clinical and Translational Gastroenterology is a peer-reviewed, open-access medical journal focusing on research that bridges basic science and clinical practice in digestive diseases.
E1015547 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: Clinical and Translational Gastroenterology | Statement: [American College of Gastroenterology, publishes, Clinical and Translational Gastroenterology]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Clinical and Translational Gastroenterology
Context triple: [American College of Gastroenterology, publishes, Clinical and Translational Gastroenterology]
  • A. The American Journal of Gastroenterology
    The American Journal of Gastroenterology is a leading peer-reviewed medical journal focusing on clinical research and practice in gastroenterology and hepatology.
  • B. Hepatology Communications
    Hepatology Communications is a peer-reviewed open-access medical journal focusing on liver disease research and clinical practice.
  • C. Hepatology
    Hepatology is a leading peer-reviewed medical journal focusing on liver biology, diseases, and their clinical management.
  • D. Division of Digestive Diseases and Nutrition
    The Division of Digestive Diseases and Nutrition is a research and programmatic branch of the U.S. National Institute of Diabetes and Digestive and Kidney Diseases that focuses on advancing understanding, prevention, and treatment of digestive disorders and nutrition-related conditions.
  • E. American College of Gastroenterology
    The American College of Gastroenterology is a professional medical organization in the United States dedicated to advancing the study, diagnosis, and treatment of digestive disorders and supporting gastroenterologists through education, research, and clinical guidelines.
  • 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: Clinical and Translational Gastroenterology
Triple: [American College of Gastroenterology, publishes, Clinical and Translational Gastroenterology]
Generated description
Clinical and Translational Gastroenterology is a peer-reviewed, open-access medical journal focusing on research that bridges basic science and clinical practice in digestive diseases.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Clinical and Translational Gastroenterology
Target entity description: Clinical and Translational Gastroenterology is a peer-reviewed, open-access medical journal focusing on research that bridges basic science and clinical practice in digestive diseases.
  • A. The American Journal of Gastroenterology
    The American Journal of Gastroenterology is a leading peer-reviewed medical journal focusing on clinical research and practice in gastroenterology and hepatology.
  • B. Hepatology Communications
    Hepatology Communications is a peer-reviewed open-access medical journal focusing on liver disease research and clinical practice.
  • C. Hepatology
    Hepatology is a leading peer-reviewed medical journal focusing on liver biology, diseases, and their clinical management.
  • D. Division of Digestive Diseases and Nutrition
    The Division of Digestive Diseases and Nutrition is a research and programmatic branch of the U.S. National Institute of Diabetes and Digestive and Kidney Diseases that focuses on advancing understanding, prevention, and treatment of digestive disorders and nutrition-related conditions.
  • E. American College of Gastroenterology
    The American College of Gastroenterology is a professional medical organization in the United States dedicated to advancing the study, diagnosis, and treatment of digestive disorders and supporting gastroenterologists through education, research, and clinical guidelines.
  • 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_69d80763bd6c819094437da5b20b01d2 completed April 9, 2026, 8:09 p.m.
NER Named-entity recognition batch_69d97e5b993481908f94fe096ade441b completed April 10, 2026, 10:48 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6c0f95c548190a6fc2c1ea98246c3 completed May 3, 2026, 3:28 a.m.
NEDg Description generation batch_69f6c34532148190a0c609ff085e359c completed May 3, 2026, 3:38 a.m.
NED2 Entity disambiguation (via description) batch_69f6c3c6b240819099310f50cc7eabca completed May 3, 2026, 3:40 a.m.
Created at: April 9, 2026, 8:39 p.m.