Triple

T22971543
Position Surface form Disambiguated ID Type / Status
Subject Oswald Spengler E571199 entity
Predicate notableWork P4 FINISHED
Object Man and Technics
Man and Technics is a 1931 philosophical essay by Oswald Spengler that explores the rise and impending decline of Western technological civilization and humanity’s fraught relationship with technology.
E1563207 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: Man and Technics | Statement: [Oswald Spengler, notableWork, Man and Technics]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Man and Technics
Context triple: [Oswald Spengler, notableWork, Man and Technics]
  • A. Man and Machine
    "Man and Machine" is a key chapter in Peter Thiel’s book "Zero to One" that explores how humans and computers can best complement each other in creating innovative, future-defining technologies.
  • B. The Human Machine
    The Human Machine is a classic art instruction book by George Bridgman that analyzes human anatomy and mechanics to help artists draw the figure more convincingly.
  • C. The Man-Machine
    The Man-Machine is a 1978 electronic music album by German band Kraftwerk that helped define synth-pop and influenced generations of electronic and pop artists.
  • D. Mechichi
    Mechichi is a Tunisian surname most notably associated with Hichem Mechichi, a former Prime Minister of Tunisia.
  • E. Tehkal
    Tehkal is a neighborhood and administrative area within the city of Peshawar in Pakistan’s Khyber Pakhtunkhwa province.
  • 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: Man and Technics
Triple: [Oswald Spengler, notableWork, Man and Technics]
Generated description
Man and Technics is a 1931 philosophical essay by Oswald Spengler that explores the rise and impending decline of Western technological civilization and humanity’s fraught relationship with technology.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Man and Technics
Target entity description: Man and Technics is a 1931 philosophical essay by Oswald Spengler that explores the rise and impending decline of Western technological civilization and humanity’s fraught relationship with technology.
  • A. Man and Machine
    "Man and Machine" is a key chapter in Peter Thiel’s book "Zero to One" that explores how humans and computers can best complement each other in creating innovative, future-defining technologies.
  • B. The Human Machine
    The Human Machine is a classic art instruction book by George Bridgman that analyzes human anatomy and mechanics to help artists draw the figure more convincingly.
  • C. The Man-Machine
    The Man-Machine is a 1978 electronic music album by German band Kraftwerk that helped define synth-pop and influenced generations of electronic and pop artists.
  • D. Mechichi
    Mechichi is a Tunisian surname most notably associated with Hichem Mechichi, a former Prime Minister of Tunisia.
  • E. Tehkal
    Tehkal is a neighborhood and administrative area within the city of Peshawar in Pakistan’s Khyber Pakhtunkhwa province.
  • 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_69e245b2c6548190a0e4c7f2f7df2d48 completed April 17, 2026, 2:37 p.m.
NER Named-entity recognition batch_69f1823370fc819084a13d6e4eb6e44e completed April 29, 2026, 3:59 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0bca28333c8190b517c2f4755e2e38 completed May 19, 2026, 2:25 a.m.
NEDg Description generation batch_6a0bcacba35881909ee124b27afc9df4 completed May 19, 2026, 2:28 a.m.
NED2 Entity disambiguation (via description) batch_6a0bcba855d4819081d61e217b3747b0 completed May 19, 2026, 2:32 a.m.
Created at: April 17, 2026, 3:48 p.m.