Triple
T4658892
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Max Horkheimer |
E102478
|
entity |
| Predicate | educatedAt |
P5
|
FINISHED |
| Object | University of Frankfurt |
E157811
|
NE FINISHED |
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: University of Frankfurt | Statement: [Max Horkheimer, educatedAt, University of Frankfurt]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: University of Frankfurt Context triple: [Max Horkheimer, educatedAt, University of Frankfurt]
-
A.
Goethe University Frankfurt
chosen
Goethe University Frankfurt is a major public research university in Frankfurt, Germany, known for its strong programs in the natural sciences, social sciences, and humanities.
-
B.
University of Cologne
The University of Cologne is one of Germany’s largest and oldest universities, renowned for its research and teaching across a broad range of disciplines.
-
C.
University of Tübingen
The University of Tübingen is a historic German public research university renowned for its strengths in the humanities, natural sciences, and medicine.
-
D.
University of Bonn
The University of Bonn is a major public research university in Bonn, Germany, renowned for its strong programs in the humanities and sciences and its long tradition of scholarly excellence.
-
E.
University of Marburg
The University of Marburg is one of Germany’s oldest universities and a prominent research institution, particularly renowned for its contributions to the natural sciences and medicine.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69bd43d823288190952279faa0d1d066 |
completed | March 20, 2026, 12:55 p.m. |
| NER | Named-entity recognition | batch_69bd63271a548190bd9662b69a45d9a5 |
completed | March 20, 2026, 3:09 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d979c21f5481908bea7fd2c70d2c0b |
completed | April 10, 2026, 10:29 p.m. |
Created at: March 20, 2026, 1:15 p.m.