Triple
T18724605
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Pranav Shyam |
E457864
|
entity |
| Predicate | coAuthorWith |
P398
|
FINISHED |
| Object | Daniel M. Ziegler |
—
|
NE NERFINISHED |
How this triple was built (2 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: Daniel M. Ziegler | Statement: [Pranav Shyam, coAuthorWith, Daniel M. Ziegler]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Daniel M. Ziegler Context triple: [Pranav Shyam, coAuthorWith, Daniel M. Ziegler]
-
A.
Daniel M. Ziegler
chosen
Daniel M. Ziegler is a researcher known for co-authoring influential work in artificial intelligence and machine learning, including large language model research.
-
B.
Eric L. Zinterhofer
Eric L. Zinterhofer is an American private equity investor and media executive known for his leadership roles in the telecommunications and cable industry.
-
C.
Michael L. Gernhardt
Michael L. Gernhardt is a NASA astronaut, engineer, and former commercial deep-sea diver who has flown on multiple Space Shuttle missions and contributed extensively to spacewalk and life-support system development.
-
D.
Peter A. Ziegler
Peter A. Ziegler was a prominent Swiss geologist known for his influential work on the tectonic evolution and geological history of Europe.
-
E.
Daniel C. Brandenstein
Daniel C. Brandenstein is a former NASA astronaut and U.S. Navy captain who flew on four Space Shuttle missions and later served as Chief of the Astronaut Office.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (2 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_69d8d393ba9c8190a8b03b04ddbb0a09 |
completed | April 10, 2026, 10:40 a.m. |
| NER | Named-entity recognition | batch_69e56d72d2c4819080b0d31860976b5e |
completed | April 20, 2026, 12:04 a.m. |
Created at: April 10, 2026, 11:50 a.m.