Triple

T3166589
Position Surface form Disambiguated ID Type / Status
Subject Carl Hempel E66225 entity
Predicate familyName P18 FINISHED
Object Hempel
Hempel is a surname most notably associated with Carl Hempel, a prominent 20th-century philosopher of science and member of the logical positivist movement.
 E334004 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: Hempel | Statement: [Carl Hempel, familyName, Hempel]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Hempel
Context triple: [Carl Hempel, familyName, Hempel]
  • A. Feigl
    Feigl is a German-language surname borne by various notable individuals, including philosophers, scientists, and artists.
  • B. Haldemann
    Haldemann is a surname, likely of Germanic origin, that serves as a variant spelling of the name Haldeman.
  • C. Neurath
    Neurath is a surname most prominently associated with Otto Neurath, an Austrian philosopher of science and key member of the Vienna Circle.
  • D. Bridgman
    Bridgman is a surname most notably associated with American physicist and Nobel laureate Percy Williams Bridgman, a pioneer in high-pressure physics.
  • E. Hammann
    Hammann is a German-origin surname borne by various notable individuals in fields such as aviation, music, and academia.
  • 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: Hempel
Triple: [Carl Hempel, familyName, Hempel]
Generated description
Hempel is a surname most notably associated with Carl Hempel, a prominent 20th-century philosopher of science and member of the logical positivist movement.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Hempel
Target entity description: Hempel is a surname most notably associated with Carl Hempel, a prominent 20th-century philosopher of science and member of the logical positivist movement.
  • A. Feigl
    Feigl is a German-language surname borne by various notable individuals, including philosophers, scientists, and artists.
  • B. Haldemann
    Haldemann is a surname, likely of Germanic origin, that serves as a variant spelling of the name Haldeman.
  • C. Neurath
    Neurath is a surname most prominently associated with Otto Neurath, an Austrian philosopher of science and key member of the Vienna Circle.
  • D. Bridgman
    Bridgman is a surname most notably associated with American physicist and Nobel laureate Percy Williams Bridgman, a pioneer in high-pressure physics.
  • E. Hammann
    Hammann is a German-origin surname borne by various notable individuals in fields such as aviation, music, and academia.
  • 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_69ad8585d7988190af37365331093ccd completed March 8, 2026, 2:19 p.m.
NER Named-entity recognition batch_69ada643e3e481908f4526d66e36e150 completed March 8, 2026, 4:39 p.m.
NED1 Entity disambiguation (via context triple) batch_69b235e108cc81909d5733bd00cb0bee completed March 12, 2026, 3:41 a.m.
NEDg Description generation batch_69b2372a54a481908a4a954b8986aad7 completed March 12, 2026, 3:46 a.m.
NED2 Entity disambiguation (via description) batch_69b23806a3c8819096069982b3612730 completed March 12, 2026, 3:50 a.m.
Created at: March 8, 2026, 3:06 p.m.