Triple
T4966331
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Yuan-Cheng Fung |
E111534
|
entity |
| Predicate | hasAcademicAdvisor |
P167
|
FINISHED |
| Object |
Hans W. Liepmann
Hans W. Liepmann was a prominent German-American engineer and physicist known for his influential work in fluid mechanics and aerodynamics at the California Institute of Technology.
|
E488132
|
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: Hans W. Liepmann | Statement: [Yuan-Cheng Fung, hasAcademicAdvisor, Hans W. Liepmann]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hans W. Liepmann Context triple: [Yuan-Cheng Fung, hasAcademicAdvisor, Hans W. Liepmann]
-
A.
Warner T. Koiter
Warner T. Koiter was a Dutch mechanical engineer and applied mathematician renowned for his foundational contributions to the theory of elastic stability and shell structures.
-
B.
Charles Hartmann
Charles Hartmann is a central fictional character in Sebastian Faulks’s novel "The Girl at the Lion d’Or," depicted as a middle-aged, married lawyer and politician who becomes romantically involved with the young waitress Anne Louvet in 1930s France.
-
C.
Walter L. Huber
Walter L. Huber was a prominent American civil engineer and researcher recognized for his significant contributions to the field, commemorated by the ASCE’s Walter L. Huber Civil Engineering Research Prize.
-
D.
Werner R. Heymann
Werner R. Heymann was a German composer best known for his sophisticated film scores in Hollywood’s Golden Age, particularly for classic comedies and romances.
-
E.
George Placzek
George Placzek was a Czech physicist known for his influential work in nuclear physics and quantum theory, including key contributions to early nuclear reactor research.
- 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: Hans W. Liepmann Triple: [Yuan-Cheng Fung, hasAcademicAdvisor, Hans W. Liepmann]
Generated description
Hans W. Liepmann was a prominent German-American engineer and physicist known for his influential work in fluid mechanics and aerodynamics at the California Institute of Technology.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Hans W. Liepmann Target entity description: Hans W. Liepmann was a prominent German-American engineer and physicist known for his influential work in fluid mechanics and aerodynamics at the California Institute of Technology.
-
A.
Warner T. Koiter
Warner T. Koiter was a Dutch mechanical engineer and applied mathematician renowned for his foundational contributions to the theory of elastic stability and shell structures.
-
B.
Charles Hartmann
Charles Hartmann is a central fictional character in Sebastian Faulks’s novel "The Girl at the Lion d’Or," depicted as a middle-aged, married lawyer and politician who becomes romantically involved with the young waitress Anne Louvet in 1930s France.
-
C.
Walter L. Huber
Walter L. Huber was a prominent American civil engineer and researcher recognized for his significant contributions to the field, commemorated by the ASCE’s Walter L. Huber Civil Engineering Research Prize.
-
D.
Werner R. Heymann
Werner R. Heymann was a German composer best known for his sophisticated film scores in Hollywood’s Golden Age, particularly for classic comedies and romances.
-
E.
George Placzek
George Placzek was a Czech physicist known for his influential work in nuclear physics and quantum theory, including key contributions to early nuclear reactor research.
- 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_69bd4419393c819086319a6fe4bf8542 |
completed | March 20, 2026, 12:56 p.m. |
| NER | Named-entity recognition | batch_69bd71f7ae388190b752770bf577906f |
completed | March 20, 2026, 4:12 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69be9c4b5608819089c0bf2400395d18 |
completed | March 21, 2026, 1:25 p.m. |
| NEDg | Description generation | batch_69be9de82ed48190bb85ba05a2d4ecbe |
completed | March 21, 2026, 1:32 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69be9ea74c248190b08113606e43ebc5 |
completed | March 21, 2026, 1:35 p.m. |
Created at: March 20, 2026, 1:32 p.m.