Triple
T2544298
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Scholz |
E57860
|
entity |
| Predicate | hasNotableBearer |
P458
|
FINISHED |
| Object |
Roland Scholz
Roland Scholz is a German chemist and academic known for his contributions to theoretical chemistry and molecular modeling.
|
E276393
|
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: Roland Scholz | Statement: [Scholz, hasNotableBearer, Roland Scholz]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Roland Scholz Context triple: [Scholz, hasNotableBearer, Roland Scholz]
-
A.
Jacob Weidenmann
Jacob Weidenmann was a 19th-century Swiss-American landscape architect known for designing prominent public parks and urban green spaces in the United States.
-
B.
Nal Kalchbrenner
Nal Kalchbrenner is a computer scientist and machine learning researcher known for co-developing WaveNet, a groundbreaking deep generative model for raw audio.
-
C.
Erik von Detten
Erik von Detten is an American actor best known for his work in popular 1990s and 2000s films and television series, including notable voice roles in animated features.
-
D.
Jon Lomberg
Jon Lomberg is an American space artist and science communicator best known for his close collaboration with Carl Sagan and his major role in designing the visual and artistic elements of NASA’s interstellar messages, including the Voyager Golden Record.
-
E.
Lars Schmidt
Lars Schmidt was a Swedish theatrical producer and director known for bringing American and British plays to Scandinavian and European stages and for his marriage to actress Ingrid Bergman.
- 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: Roland Scholz Triple: [Scholz, hasNotableBearer, Roland Scholz]
Generated description
Roland Scholz is a German chemist and academic known for his contributions to theoretical chemistry and molecular modeling.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Roland Scholz Target entity description: Roland Scholz is a German chemist and academic known for his contributions to theoretical chemistry and molecular modeling.
-
A.
Jacob Weidenmann
Jacob Weidenmann was a 19th-century Swiss-American landscape architect known for designing prominent public parks and urban green spaces in the United States.
-
B.
Nal Kalchbrenner
Nal Kalchbrenner is a computer scientist and machine learning researcher known for co-developing WaveNet, a groundbreaking deep generative model for raw audio.
-
C.
Erik von Detten
Erik von Detten is an American actor best known for his work in popular 1990s and 2000s films and television series, including notable voice roles in animated features.
-
D.
Jon Lomberg
Jon Lomberg is an American space artist and science communicator best known for his close collaboration with Carl Sagan and his major role in designing the visual and artistic elements of NASA’s interstellar messages, including the Voyager Golden Record.
-
E.
Lars Schmidt
Lars Schmidt was a Swedish theatrical producer and director known for bringing American and British plays to Scandinavian and European stages and for his marriage to actress Ingrid Bergman.
- 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_69ab4a5212d88190b989ce129f2ad87f |
completed | March 6, 2026, 9:42 p.m. |
| NER | Named-entity recognition | batch_69abd2c10ce88190b242ab3d41878fda |
completed | March 7, 2026, 7:24 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69af5d073d2c81908c769a99b0942089 |
completed | March 9, 2026, 11:51 p.m. |
| NEDg | Description generation | batch_69af5d7576fc8190b83007e403d21df6 |
completed | March 9, 2026, 11:53 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69af5debc9288190b160305107137435 |
completed | March 9, 2026, 11:55 p.m. |
Created at: March 6, 2026, 9:47 p.m.