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.