Triple
T21206817
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | John Stuelpnagel |
E522606
|
entity |
| Predicate | boardMemberOf |
P10
|
FINISHED |
| Object |
AviadoBio
AviadoBio is a biotechnology company focused on developing gene therapies for neurodegenerative diseases.
|
E1472106
|
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: AviadoBio | Statement: [John Stuelpnagel, boardMemberOf, AviadoBio]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: AviadoBio Context triple: [John Stuelpnagel, boardMemberOf, AviadoBio]
-
A.
Armadillo Aerospace
Armadillo Aerospace is a private aerospace company founded by programmer John Carmack, known for developing experimental reusable rockets and vertical-takeoff, vertical-landing vehicles.
-
B.
Innogen
Innogen is the original name of Imogen, the virtuous and wronged heroine of William Shakespeare’s play "Cymbeline."
-
C.
Array BioPharma
Array BioPharma is a biopharmaceutical company known for developing targeted small-molecule cancer therapies, particularly in oncology and rare diseases.
-
D.
Colossal Biosciences
Colossal Biosciences is a biotechnology company focused on de-extinction and advanced genetic engineering, best known for its efforts to revive extinct species such as the woolly mammoth.
-
E.
Bigelow Aerospace
Bigelow Aerospace is a private American space technology company best known for developing expandable space station modules and pursuing commercial space habitats.
- 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: AviadoBio Triple: [John Stuelpnagel, boardMemberOf, AviadoBio]
Generated description
AviadoBio is a biotechnology company focused on developing gene therapies for neurodegenerative diseases.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: AviadoBio Target entity description: AviadoBio is a biotechnology company focused on developing gene therapies for neurodegenerative diseases.
-
A.
Armadillo Aerospace
Armadillo Aerospace is a private aerospace company founded by programmer John Carmack, known for developing experimental reusable rockets and vertical-takeoff, vertical-landing vehicles.
-
B.
Innogen
Innogen is the original name of Imogen, the virtuous and wronged heroine of William Shakespeare’s play "Cymbeline."
-
C.
Array BioPharma
Array BioPharma is a biopharmaceutical company known for developing targeted small-molecule cancer therapies, particularly in oncology and rare diseases.
-
D.
Colossal Biosciences
Colossal Biosciences is a biotechnology company focused on de-extinction and advanced genetic engineering, best known for its efforts to revive extinct species such as the woolly mammoth.
-
E.
Bigelow Aerospace
Bigelow Aerospace is a private American space technology company best known for developing expandable space station modules and pursuing commercial space habitats.
- 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_69e0b5112d8881909510b2dcdc93106d |
completed | April 16, 2026, 10:08 a.m. |
| NER | Named-entity recognition | batch_69e73435322c8190bf4156fbd14edc5c |
completed | April 21, 2026, 8:24 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a097ed2c0b48190bcaf2937004abbfd |
completed | May 17, 2026, 8:39 a.m. |
| NEDg | Description generation | batch_6a0980329bb4819088da49aec70f27a0 |
completed | May 17, 2026, 8:45 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0981b76b108190a0c9ae60c81bd4fc |
completed | May 17, 2026, 8:52 a.m. |
Created at: April 16, 2026, 3:24 p.m.