Triple
T11466585
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ziehl–Neelsen stain |
E271795
|
entity |
| Predicate | developedBy |
P73
|
FINISHED |
| Object |
Franz Ziehl
Franz Ziehl was a German bacteriologist best known for co-developing the Ziehl–Neelsen staining method used to detect acid-fast bacteria such as Mycobacterium tuberculosis.
|
E1176907
|
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: Franz Ziehl | Statement: [Ziehl–Neelsen stain, developedBy, Franz Ziehl]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Franz Ziehl Context triple: [Ziehl–Neelsen stain, developedBy, Franz Ziehl]
-
A.
Ernst Schmeitzner
Ernst Schmeitzner was a 19th-century German publisher best known for issuing several of Friedrich Nietzsche’s early works, including "Thus Spoke Zarathustra."
-
B.
Franz Kutschera
Franz Kutschera was a high-ranking SS and Nazi official who served as the brutal SS and Police Leader in occupied Warsaw during World War II.
-
C.
Friedrich Zander
Friedrich Zander was a pioneering Baltic German-Soviet rocket engineer and spaceflight theorist who helped lay the foundations of practical astronautics in the early 20th century.
-
D.
Ludwig Geiger
Ludwig Geiger was a German historian and literary scholar known for his work on German humanism and the Reformation.
-
E.
Franz Eichberger
Franz Eichberger was an Austrian actor best known for his role in Leni Riefenstahl’s film "Tiefland."
- 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: Franz Ziehl Triple: [Ziehl–Neelsen stain, developedBy, Franz Ziehl]
Generated description
Franz Ziehl was a German bacteriologist best known for co-developing the Ziehl–Neelsen staining method used to detect acid-fast bacteria such as Mycobacterium tuberculosis.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Franz Ziehl Target entity description: Franz Ziehl was a German bacteriologist best known for co-developing the Ziehl–Neelsen staining method used to detect acid-fast bacteria such as Mycobacterium tuberculosis.
-
A.
Ernst Schmeitzner
Ernst Schmeitzner was a 19th-century German publisher best known for issuing several of Friedrich Nietzsche’s early works, including "Thus Spoke Zarathustra."
-
B.
Franz Kutschera
Franz Kutschera was a high-ranking SS and Nazi official who served as the brutal SS and Police Leader in occupied Warsaw during World War II.
-
C.
Friedrich Zander
Friedrich Zander was a pioneering Baltic German-Soviet rocket engineer and spaceflight theorist who helped lay the foundations of practical astronautics in the early 20th century.
-
D.
Ludwig Geiger
Ludwig Geiger was a German historian and literary scholar known for his work on German humanism and the Reformation.
-
E.
Franz Eichberger
Franz Eichberger was an Austrian actor best known for his role in Leni Riefenstahl’s film "Tiefland."
- 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_69ff90815b64819082715292f6088c74 |
completed | May 9, 2026, 7:52 p.m. |
| NEDg | Description generation | batch_69ff93239ed881909954ccceb63f16fd |
completed | May 9, 2026, 8:03 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ff93ed15ec8190b9361f7ad4c7e447 |
completed | May 9, 2026, 8:07 p.m. |
Created at: April 8, 2026, 9:35 p.m.