Triple
T8253131
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Spies |
E193003
|
entity |
| Predicate | hasNotableBearer |
P458
|
FINISHED |
| Object |
Friedrich Spies
Friedrich Spies is a notable individual who shares his surname with others recognized under the name Spies.
|
E726294
|
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: Friedrich Spies | Statement: [Spies, hasNotableBearer, Friedrich Spies]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Friedrich Spies Context triple: [Spies, hasNotableBearer, Friedrich Spies]
-
A.
Heinrich Ehrhardt
Heinrich Ehrhardt was a German industrialist and entrepreneur best known for establishing major armaments and engineering enterprises in the late 19th and early 20th centuries.
-
B.
Karl Gebhardt
Karl Gebhardt was a Nazi physician and SS officer who conducted brutal medical experiments in concentration camps and was executed as a war criminal after the Doctors' Trial at Nuremberg.
-
C.
Hermann Schmitz
Hermann Schmitz was a German industrialist who served as a leading executive of IG Farben and was later convicted for his role in the company’s activities during the Nazi era.
-
D.
Karl Eberhardt
Karl Eberhardt is an individual known primarily for being a defendant in the NMT Case X war crimes trial held after World War II.
-
E.
Wilhelm Batz
Wilhelm Batz was a German Luftwaffe fighter ace of World War II credited with over 200 aerial victories on the Eastern Front.
- 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: Friedrich Spies Triple: [Spies, hasNotableBearer, Friedrich Spies]
Generated description
Friedrich Spies is a notable individual who shares his surname with others recognized under the name Spies.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Friedrich Spies Target entity description: Friedrich Spies is a notable individual who shares his surname with others recognized under the name Spies.
-
A.
Heinrich Ehrhardt
Heinrich Ehrhardt was a German industrialist and entrepreneur best known for establishing major armaments and engineering enterprises in the late 19th and early 20th centuries.
-
B.
Karl Gebhardt
Karl Gebhardt was a Nazi physician and SS officer who conducted brutal medical experiments in concentration camps and was executed as a war criminal after the Doctors' Trial at Nuremberg.
-
C.
Hermann Schmitz
Hermann Schmitz was a German industrialist who served as a leading executive of IG Farben and was later convicted for his role in the company’s activities during the Nazi era.
-
D.
Karl Eberhardt
Karl Eberhardt is an individual known primarily for being a defendant in the NMT Case X war crimes trial held after World War II.
-
E.
Wilhelm Batz
Wilhelm Batz was a German Luftwaffe fighter ace of World War II credited with over 200 aerial victories on the Eastern Front.
- 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_69cd94f9c97881908c6e9f266aba888e |
completed | April 1, 2026, 9:58 p.m. |
| NEDg | Description generation | batch_69cdab59ac188190ac017651b5a9a04a |
completed | April 1, 2026, 11:33 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69cdb2ae376c8190b3918ba6b269dba9 |
completed | April 2, 2026, 12:05 a.m. |
Created at: March 30, 2026, 5:48 p.m.