Triple
T8253143
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Spies |
E193003
|
entity |
| Predicate | hasNotableBearer |
P458
|
FINISHED |
| Object |
Thomas Spies
Thomas Spies is a German politician and member of the Social Democratic Party (SPD) who has served as the mayor of Marburg.
|
E722032
|
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: Thomas Spies | Statement: [Spies, hasNotableBearer, Thomas Spies]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Thomas Spies Context triple: [Spies, hasNotableBearer, Thomas Spies]
-
A.
Stephan Jost
Stephan Jost is a Canadian art museum director best known for leading the Art Gallery of Ontario in Toronto.
-
B.
Sebastian Baden
Sebastian Baden is a German art historian and curator who serves as director of the Schirn Kunsthalle in Frankfurt, one of Europe’s leading contemporary art institutions.
-
C.
Michael Berg
Michael Berg is the introspective German protagonist of Bernhard Schlink’s novel *The Reader*, whose adolescent affair with an older woman shapes his moral and emotional development amid the legacy of the Holocaust.
-
D.
Frank Spotnitz
Frank Spotnitz is an American television writer and producer best known for his work on series like The X-Files and various high-profile genre and drama projects.
-
E.
Michael Bergmann
Michael Bergmann is an American analytic philosopher known for his work in epistemology, particularly on skepticism, justification, and religious epistemology.
- 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: Thomas Spies Triple: [Spies, hasNotableBearer, Thomas Spies]
Generated description
Thomas Spies is a German politician and member of the Social Democratic Party (SPD) who has served as the mayor of Marburg.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Thomas Spies Target entity description: Thomas Spies is a German politician and member of the Social Democratic Party (SPD) who has served as the mayor of Marburg.
-
A.
Stephan Jost
Stephan Jost is a Canadian art museum director best known for leading the Art Gallery of Ontario in Toronto.
-
B.
Sebastian Baden
Sebastian Baden is a German art historian and curator who serves as director of the Schirn Kunsthalle in Frankfurt, one of Europe’s leading contemporary art institutions.
-
C.
Michael Berg
Michael Berg is the introspective German protagonist of Bernhard Schlink’s novel *The Reader*, whose adolescent affair with an older woman shapes his moral and emotional development amid the legacy of the Holocaust.
-
D.
Frank Spotnitz
Frank Spotnitz is an American television writer and producer best known for his work on series like The X-Files and various high-profile genre and drama projects.
-
E.
Michael Bergmann
Michael Bergmann is an American analytic philosopher known for his work in epistemology, particularly on skepticism, justification, and religious epistemology.
- 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_69ca82dfad9c8190b8cd18fb89f50f40 |
completed | March 30, 2026, 2:04 p.m. |
| NER | Named-entity recognition | batch_69cb78cbc7cc81909931440e95d6e691 |
completed | March 31, 2026, 7:33 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cd354a412c8190963605d177d94a17 |
completed | April 1, 2026, 3:10 p.m. |
| NEDg | Description generation | batch_69cd4e5e9a2c819099a65053a12c8fde |
completed | April 1, 2026, 4:57 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69cd507ce2a881909da6871a9f6df119 |
completed | April 1, 2026, 5:06 p.m. |
Created at: March 30, 2026, 5:48 p.m.