Triple
T19510316
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hans W. Liepmann |
E488132
|
entity |
| Predicate | notableStudent |
P4838
|
FINISHED |
| Object |
Julian D. Cole
Julian D. Cole was an applied mathematician known for his influential work in fluid dynamics and aerodynamics, particularly in the development of transonic flow theory.
|
E1379420
|
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: Julian D. Cole | Statement: [Hans W. Liepmann, notableStudent, Julian D. Cole]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Julian D. Cole Context triple: [Hans W. Liepmann, notableStudent, Julian D. Cole]
-
A.
Matthew S. Collier
Matthew S. Collier is an American politician and former U.S. Army officer who served as mayor of Flint, Michigan, during the late 1980s and early 1990s.
-
B.
T. Michael Coleman
T. Michael Coleman is an American bluegrass musician and guitarist best known for his work with Doc and Merle Watson.
-
C.
W. Blake Herron
W. Blake Herron was an American screenwriter best known for co-writing the hit espionage thriller film "The Bourne Identity."
-
D.
Michael Cohl
Michael Cohl is a renowned Canadian concert promoter and producer best known for organizing large-scale international tours for major rock acts like The Rolling Stones.
-
E.
Jeff Coleman
Jeff Coleman is the namesake of Coleman Coliseum, a prominent multi-purpose arena at the University of Alabama.
- 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: Julian D. Cole Triple: [Hans W. Liepmann, notableStudent, Julian D. Cole]
Generated description
Julian D. Cole was an applied mathematician known for his influential work in fluid dynamics and aerodynamics, particularly in the development of transonic flow theory.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Julian D. Cole Target entity description: Julian D. Cole was an applied mathematician known for his influential work in fluid dynamics and aerodynamics, particularly in the development of transonic flow theory.
-
A.
Matthew S. Collier
Matthew S. Collier is an American politician and former U.S. Army officer who served as mayor of Flint, Michigan, during the late 1980s and early 1990s.
-
B.
T. Michael Coleman
T. Michael Coleman is an American bluegrass musician and guitarist best known for his work with Doc and Merle Watson.
-
C.
W. Blake Herron
W. Blake Herron was an American screenwriter best known for co-writing the hit espionage thriller film "The Bourne Identity."
-
D.
Michael Cohl
Michael Cohl is a renowned Canadian concert promoter and producer best known for organizing large-scale international tours for major rock acts like The Rolling Stones.
-
E.
Jeff Coleman
Jeff Coleman is the namesake of Coleman Coliseum, a prominent multi-purpose arena at the University of Alabama.
- 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_69d8e8d9d1c88190b01cd78b8be49384 |
completed | April 10, 2026, 12:11 p.m. |
| NER | Named-entity recognition | batch_69e6351547e481909a875bba40651094 |
completed | April 20, 2026, 2:15 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0747235758819086d85c107b187b7e |
completed | May 15, 2026, 4:17 p.m. |
| NEDg | Description generation | batch_6a0747ada7e481909cff02b43e2d902a |
completed | May 15, 2026, 4:19 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0748ac00b48190a72c419f65930659 |
completed | May 15, 2026, 4:24 p.m. |
Created at: April 10, 2026, 1:40 p.m.