Triple
T110404
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | open-hearth process |
E2235
|
entity |
| Predicate | developedBy |
P73
|
FINISHED |
| Object |
Carl Wilhelm Siemens
Carl Wilhelm Siemens was a 19th-century German-born British engineer and industrialist renowned for his innovations in steelmaking and furnace technology.
|
E15065
|
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: Carl Wilhelm Siemens | Statement: [open-hearth process, developedBy, Carl Wilhelm Siemens]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Carl Wilhelm Siemens Context triple: [open-hearth process, developedBy, Carl Wilhelm Siemens]
-
A.
Wilhelm Stuckart
Wilhelm Stuckart was a senior Nazi lawyer and state secretary in the Reich Ministry of the Interior who helped draft the Nuremberg Laws and contributed to the legal framework of the Holocaust.
-
B.
Ernst Alexanderson
Ernst Alexanderson was a Swedish-American electrical engineer and pioneer in radio and television technology, best known for developing early high-frequency alternators used in long-distance radio communication.
-
C.
Charles Proteus Steinmetz
Charles Proteus Steinmetz was a pioneering German-American electrical engineer and mathematician whose work on alternating current (AC) systems and electrical theory greatly advanced modern power engineering.
-
D.
Otto Hofmann
Otto Hofmann was a high-ranking SS official and head of the SS Race and Settlement Main Office who played a role in implementing Nazi racial policies during the Holocaust.
-
E.
Wilhelm Ritter von Thoma
Wilhelm Ritter von Thoma was a German Wehrmacht general and tank commander in World War II, best known for leading armored forces in the North African campaign.
- 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: Carl Wilhelm Siemens Triple: [open-hearth process, developedBy, Carl Wilhelm Siemens]
Generated description
Carl Wilhelm Siemens was a 19th-century German-born British engineer and industrialist renowned for his innovations in steelmaking and furnace technology.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Carl Wilhelm Siemens Target entity description: Carl Wilhelm Siemens was a 19th-century German-born British engineer and industrialist renowned for his innovations in steelmaking and furnace technology.
-
A.
Wilhelm Stuckart
Wilhelm Stuckart was a senior Nazi lawyer and state secretary in the Reich Ministry of the Interior who helped draft the Nuremberg Laws and contributed to the legal framework of the Holocaust.
-
B.
Ernst Alexanderson
Ernst Alexanderson was a Swedish-American electrical engineer and pioneer in radio and television technology, best known for developing early high-frequency alternators used in long-distance radio communication.
-
C.
Charles Proteus Steinmetz
Charles Proteus Steinmetz was a pioneering German-American electrical engineer and mathematician whose work on alternating current (AC) systems and electrical theory greatly advanced modern power engineering.
-
D.
Otto Hofmann
Otto Hofmann was a high-ranking SS official and head of the SS Race and Settlement Main Office who played a role in implementing Nazi racial policies during the Holocaust.
-
E.
Wilhelm Ritter von Thoma
Wilhelm Ritter von Thoma was a German Wehrmacht general and tank commander in World War II, best known for leading armored forces in the North African campaign.
- 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_69a24fcdaeb48190a2d796677e4b3281 |
completed | Feb. 28, 2026, 2:15 a.m. |
| NER | Named-entity recognition | batch_69a256ce54b48190a3337f5f45d82859 |
completed | Feb. 28, 2026, 2:45 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a2aa43d2948190bc7ec06d157fab9a |
completed | Feb. 28, 2026, 8:41 a.m. |
| NEDg | Description generation | batch_69a2ab33e2c88190b53505ffb88cf522 |
completed | Feb. 28, 2026, 8:45 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a2abb79ef08190be7101791c291eb9 |
completed | Feb. 28, 2026, 8:47 a.m. |
Created at: Feb. 28, 2026, 2:20 a.m.