Triple

T11466607
Position Surface form Disambiguated ID Type / Status
Subject Ziehl–Neelsen stain E271795 entity
Predicate contrastWith P278 FINISHED
Object Kinyoun stain
Kinyoun stain is a cold acid-fast staining technique used in microbiology as a safer, non-heated alternative to the Ziehl–Neelsen method for detecting organisms like Mycobacterium species.
 E929611 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: Kinyoun stain | Statement: [Ziehl–Neelsen stain, contrastWith, Kinyoun stain]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Kinyoun stain
Context triple: [Ziehl–Neelsen stain, contrastWith, Kinyoun stain]
  • A. Ziehl–Neelsen stain
    Ziehl–Neelsen stain is a classic acid-fast staining technique used in microbiology to visualize Mycobacterium species, especially Mycobacterium tuberculosis, in clinical specimens.
  • B. Lowenstein–Jensen medium
    Lowenstein–Jensen medium is a specialized egg-based solid growth medium used primarily for the isolation and cultivation of Mycobacterium species, especially Mycobacterium tuberculosis, in clinical microbiology.
  • C. Difco
    Difco is a well-known microbiology brand that produces and supplies a wide range of culture media and related laboratory products.
  • D. Kato-Katz thick smear
    Kato-Katz thick smear is a parasitological stool examination technique widely used to quantify helminth eggs, especially for diagnosing intestinal schistosomiasis and soil-transmitted helminth infections.
  • E. Mycobacterium kansasii
    Mycobacterium kansasii is a slow-growing, non-tuberculous mycobacterial species that commonly causes pulmonary infections resembling tuberculosis, particularly in immunocompromised individuals.
  • 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: Kinyoun stain
Triple: [Ziehl–Neelsen stain, contrastWith, Kinyoun stain]
Generated description
Kinyoun stain is a cold acid-fast staining technique used in microbiology as a safer, non-heated alternative to the Ziehl–Neelsen method for detecting organisms like Mycobacterium species.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Kinyoun stain
Target entity description: Kinyoun stain is a cold acid-fast staining technique used in microbiology as a safer, non-heated alternative to the Ziehl–Neelsen method for detecting organisms like Mycobacterium species.
  • A. Ziehl–Neelsen stain
    Ziehl–Neelsen stain is a classic acid-fast staining technique used in microbiology to visualize Mycobacterium species, especially Mycobacterium tuberculosis, in clinical specimens.
  • B. Lowenstein–Jensen medium
    Lowenstein–Jensen medium is a specialized egg-based solid growth medium used primarily for the isolation and cultivation of Mycobacterium species, especially Mycobacterium tuberculosis, in clinical microbiology.
  • C. Difco
    Difco is a well-known microbiology brand that produces and supplies a wide range of culture media and related laboratory products.
  • D. Kato-Katz thick smear
    Kato-Katz thick smear is a parasitological stool examination technique widely used to quantify helminth eggs, especially for diagnosing intestinal schistosomiasis and soil-transmitted helminth infections.
  • E. Mycobacterium kansasii
    Mycobacterium kansasii is a slow-growing, non-tuberculous mycobacterial species that commonly causes pulmonary infections resembling tuberculosis, particularly in immunocompromised individuals.
  • 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_69d6aae0c8d881908a5a360c0be3242e completed April 8, 2026, 7:22 p.m.
NER Named-entity recognition batch_69d822f5eb988190b309b8e309f6d1a5 completed April 9, 2026, 10:06 p.m.
NED1 Entity disambiguation (via context triple) batch_69e6248d0db881909999049356f53ff6 completed April 20, 2026, 1:05 p.m.
NEDg Description generation batch_69e62cf224f881908badcdab6aea1aef completed April 20, 2026, 1:41 p.m.
NED2 Entity disambiguation (via description) batch_69e663ffedfc8190a2b51995c62d1e6b completed April 20, 2026, 5:36 p.m.
Created at: April 8, 2026, 9:35 p.m.