Triple

T20061717
Position Surface form Disambiguated ID Type / Status
Subject ABVD regimen E499490 entity
Predicate guidelineRecommendedBy P94529 FINISHED
Object ESMO
ESMO (European Society for Medical Oncology) is a leading professional organization in Europe that develops evidence-based clinical practice guidelines and advances research and education in medical oncology.
 E1409052 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: ESMO | Statement: [ABVD regimen, guidelineRecommendedBy, ESMO]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: ESMO
Context triple: [ABVD regimen, guidelineRecommendedBy, ESMO]
  • A. CSCO
    CSCO is the stock ticker symbol for Cisco Systems, Inc., a leading multinational technology company specializing in networking hardware, software, and telecommunications equipment.
  • B. American Society of Clinical Oncology
    The American Society of Clinical Oncology is a leading professional organization for physicians and oncology professionals dedicated to advancing cancer care through research, education, and policy advocacy.
  • C. European Congress of Radiology
    The European Congress of Radiology is one of the world’s largest annual medical imaging conferences, bringing together radiology professionals to share research, education, and advances in diagnostic imaging.
  • D. Unicancer network
    The Unicancer network is a French federation of comprehensive cancer centers dedicated to collaborative oncology research, patient care, and innovation.
  • E. European Society of Radiology
    The European Society of Radiology is a major professional organization representing radiologists across Europe, dedicated to advancing medical imaging through education, research, and standard-setting.
  • 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: ESMO
Triple: [ABVD regimen, guidelineRecommendedBy, ESMO]
Generated description
ESMO (European Society for Medical Oncology) is a leading professional organization in Europe that develops evidence-based clinical practice guidelines and advances research and education in medical oncology.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: ESMO
Target entity description: ESMO (European Society for Medical Oncology) is a leading professional organization in Europe that develops evidence-based clinical practice guidelines and advances research and education in medical oncology.
  • A. CSCO
    CSCO is the stock ticker symbol for Cisco Systems, Inc., a leading multinational technology company specializing in networking hardware, software, and telecommunications equipment.
  • B. American Society of Clinical Oncology
    The American Society of Clinical Oncology is a leading professional organization for physicians and oncology professionals dedicated to advancing cancer care through research, education, and policy advocacy.
  • C. European Congress of Radiology
    The European Congress of Radiology is one of the world’s largest annual medical imaging conferences, bringing together radiology professionals to share research, education, and advances in diagnostic imaging.
  • D. Unicancer network
    The Unicancer network is a French federation of comprehensive cancer centers dedicated to collaborative oncology research, patient care, and innovation.
  • E. European Society of Radiology
    The European Society of Radiology is a major professional organization representing radiologists across Europe, dedicated to advancing medical imaging through education, research, and standard-setting.
  • 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_69da6276bcf48190aabbf279192a5fb4 completed April 11, 2026, 3:02 p.m.
NER Named-entity recognition batch_69e6637601dc8190a07fc20844093cb7 completed April 20, 2026, 5:33 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0816108a408190a62065447c1045bb completed May 16, 2026, 7 a.m.
NEDg Description generation batch_6a0816fe5788819095736bd9464cfed5 completed May 16, 2026, 7:04 a.m.
NED2 Entity disambiguation (via description) batch_6a081798cb48819084ab456f79b68eb9 completed May 16, 2026, 7:07 a.m.
Created at: April 11, 2026, 3:38 p.m.