Triple
T22067178
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Nastätten |
E545303
|
entity |
| Predicate | hasMayor |
P185
|
FINISHED |
| Object |
Marco Ludwig
Marco Ludwig is a German local politician serving as the mayor of the town of Nastätten in Rhineland-Palatinate.
|
E1517128
|
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: Marco Ludwig | Statement: [Nastätten, hasMayor, Marco Ludwig]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Marco Ludwig Context triple: [Nastätten, hasMayor, Marco Ludwig]
-
A.
Marcel Schumacher
Marcel Schumacher is a relatively obscure individual best known primarily for sharing the notable surname Schumacher.
-
B.
Wilhelm Schatz
Wilhelm Schatz is a person notable enough to be recognized as a bearer of the surname Schatz.
-
C.
Heinz von Randow
Heinz von Randow was a German Wehrmacht general during World War II who is chiefly remembered for his leadership of armored units, including the 21st Panzer Division.
-
D.
Manfred Broy
Manfred Broy is a German computer scientist known for his contributions to software engineering, formal methods, and the development of reliable software systems.
-
E.
Fritz Schumacher
Fritz Schumacher was a prominent German architect and urban planner known for his influential role in early 20th-century design reform and modern architecture.
- 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: Marco Ludwig Triple: [Nastätten, hasMayor, Marco Ludwig]
Generated description
Marco Ludwig is a German local politician serving as the mayor of the town of Nastätten in Rhineland-Palatinate.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Marco Ludwig Target entity description: Marco Ludwig is a German local politician serving as the mayor of the town of Nastätten in Rhineland-Palatinate.
-
A.
Marcel Schumacher
Marcel Schumacher is a relatively obscure individual best known primarily for sharing the notable surname Schumacher.
-
B.
Wilhelm Schatz
Wilhelm Schatz is a person notable enough to be recognized as a bearer of the surname Schatz.
-
C.
Heinz von Randow
Heinz von Randow was a German Wehrmacht general during World War II who is chiefly remembered for his leadership of armored units, including the 21st Panzer Division.
-
D.
Manfred Broy
Manfred Broy is a German computer scientist known for his contributions to software engineering, formal methods, and the development of reliable software systems.
-
E.
Fritz Schumacher
Fritz Schumacher was a prominent German architect and urban planner known for his influential role in early 20th-century design reform and modern architecture.
- 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_69e11e344dfc81909b1d88a7221329c7 |
completed | April 16, 2026, 5:36 p.m. |
| NER | Named-entity recognition | batch_69f12884937c819095d3af69123fa2cb |
completed | April 28, 2026, 9:37 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0a80af70208190b13181f4be83f876 |
completed | May 18, 2026, 2:59 a.m. |
| NEDg | Description generation | batch_6a0a8187516481909d8075dfc025614e |
completed | May 18, 2026, 3:03 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0a826075988190a7148ded16f779c0 |
completed | May 18, 2026, 3:07 a.m. |
Created at: April 16, 2026, 8:27 p.m.