Triple
T12235363
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hagen |
E291575
|
entity |
| Predicate | hasMayor |
P185
|
FINISHED |
| Object |
Erik O. Schulz
Erik O. Schulz is a German politician who serves as the mayor of the city of Hagen in North Rhine-Westphalia.
|
E996177
|
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: Erik O. Schulz | Statement: [Hagen, hasMayor, Erik O. Schulz]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Erik O. Schulz Context triple: [Hagen, hasMayor, Erik O. Schulz]
-
A.
Richard K.A. Kletting
Richard K.A. Kletting was a prominent German-American architect best known for designing several landmark buildings in Utah, including the Utah State Capitol.
-
B.
Eric D. Schneider
Eric D. Schneider was a scientist and author known for his work on thermodynamics and complex systems, particularly in collaboration with Dorion Sagan.
-
C.
Martin J. Hillenbrand
Martin J. Hillenbrand was an American career diplomat who held several key Cold War-era posts, including serving as U.S. Ambassador to Hungary and later to the Federal Republic of Germany.
-
D.
Peter G. Schultz
Peter G. Schultz is an American chemist renowned for pioneering work in chemical biology, including the expansion of the genetic code and the development of novel protein engineering technologies.
-
E.
Eric Schoffstall
Eric Schoffstall is a software developer best known for creating Gulp, a popular JavaScript-based task runner used in web development build workflows.
- 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: Erik O. Schulz Triple: [Hagen, hasMayor, Erik O. Schulz]
Generated description
Erik O. Schulz is a German politician who serves as the mayor of the city of Hagen in North Rhine-Westphalia.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Erik O. Schulz Target entity description: Erik O. Schulz is a German politician who serves as the mayor of the city of Hagen in North Rhine-Westphalia.
-
A.
Richard K.A. Kletting
Richard K.A. Kletting was a prominent German-American architect best known for designing several landmark buildings in Utah, including the Utah State Capitol.
-
B.
Eric D. Schneider
Eric D. Schneider was a scientist and author known for his work on thermodynamics and complex systems, particularly in collaboration with Dorion Sagan.
-
C.
Martin J. Hillenbrand
Martin J. Hillenbrand was an American career diplomat who held several key Cold War-era posts, including serving as U.S. Ambassador to Hungary and later to the Federal Republic of Germany.
-
D.
Peter G. Schultz
Peter G. Schultz is an American chemist renowned for pioneering work in chemical biology, including the expansion of the genetic code and the development of novel protein engineering technologies.
-
E.
Eric Schoffstall
Eric Schoffstall is a software developer best known for creating Gulp, a popular JavaScript-based task runner used in web development build workflows.
- 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_69d6ab668acc8190963ba424049d6aee |
completed | April 8, 2026, 7:24 p.m. |
| NER | Named-entity recognition | batch_69d91cb2892c81909a97b3ad6ec2c21b |
completed | April 10, 2026, 3:52 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f6685045cc8190836433b5682d8a7a |
completed | May 2, 2026, 9:10 p.m. |
| NEDg | Description generation | batch_69f669f69fe4819097dfc63780e8587e |
completed | May 2, 2026, 9:17 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f66b619c88819098acbfb60fac9921 |
completed | May 2, 2026, 9:23 p.m. |
Created at: April 8, 2026, 9:51 p.m.