Triple

T15200195
Position Surface form Disambiguated ID Type / Status
Subject Reinhard Selten E363246 entity
Predicate familyName P18 FINISHED
Object Selten
Selten is a German surname most notably borne by Reinhard Selten, a Nobel Prize–winning economist recognized for his contributions to game theory.
E1144196 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: Selten | Statement: [Reinhard Selten, familyName, Selten]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Selten
Context triple: [Reinhard Selten, familyName, Selten]
  • A. Spare
    Spare is a surname most notably associated with Austin Osman Spare, an English artist and occultist known for his influential work in chaos magic and esoteric art.
  • B. Spare
    Spare is Prince Harry, Duke of Sussex’s candid memoir detailing his life within the British royal family and his personal struggles and experiences.
  • C. Los raros
    Los raros is a seminal collection of critical essays by Nicaraguan modernist poet Rubén Darío, in which he profiles and analyzes various contemporary writers and artists who influenced his literary vision.
  • D. Mühsam
    Mühsam is the surname of Erich Mühsam, a prominent German-Jewish anarchist writer, poet, and political activist of the early 20th century.
  • E. Unsung
    "Unsung" is one of Helmet's most recognizable alternative metal songs, known for its heavy riffs and off-kilter rhythms that helped define the band's early 1990s sound.
  • 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: Selten
Triple: [Reinhard Selten, familyName, Selten]
Generated description
Selten is a German surname most notably borne by Reinhard Selten, a Nobel Prize–winning economist recognized for his contributions to game theory.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Selten
Target entity description: Selten is a German surname most notably borne by Reinhard Selten, a Nobel Prize–winning economist recognized for his contributions to game theory.
  • A. Spare
    Spare is a surname most notably associated with Austin Osman Spare, an English artist and occultist known for his influential work in chaos magic and esoteric art.
  • B. Spare
    Spare is Prince Harry, Duke of Sussex’s candid memoir detailing his life within the British royal family and his personal struggles and experiences.
  • C. Los raros
    Los raros is a seminal collection of critical essays by Nicaraguan modernist poet Rubén Darío, in which he profiles and analyzes various contemporary writers and artists who influenced his literary vision.
  • D. Mühsam
    Mühsam is the surname of Erich Mühsam, a prominent German-Jewish anarchist writer, poet, and political activist of the early 20th century.
  • E. Unsung
    "Unsung" is one of Helmet's most recognizable alternative metal songs, known for its heavy riffs and off-kilter rhythms that helped define the band's early 1990s sound.
  • 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_69d85a0b78bc8190b6e5ad51a2c4cfc5 completed April 10, 2026, 2:01 a.m.
NER Named-entity recognition batch_69e006b588b88190a88e91d521acbdfe completed April 15, 2026, 9:44 p.m.
NED1 Entity disambiguation (via context triple) batch_69fed3363f688190a5c728846bea743a completed May 9, 2026, 6:24 a.m.
NEDg Description generation batch_69fed76d6a888190b44efa490df4b6d0 completed May 9, 2026, 6:42 a.m.
NED2 Entity disambiguation (via description) batch_69feda443c64819087cb16ce742e7cc5 completed May 9, 2026, 6:55 a.m.
Created at: April 10, 2026, 3:10 a.m.