Triple

T3820242
Position Surface form Disambiguated ID Type / Status
Subject Mars (TV series) E84352 entity
Predicate notableGuest P10756 FINISHED
Object Robert Zubrin
Robert Zubrin is an American aerospace engineer and author best known for his advocacy of human exploration and settlement of Mars, including his influential "Mars Direct" mission architecture.
E391835 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: Robert Zubrin | Statement: [Mars (TV series), notableGuest, Robert Zubrin]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Robert Zubrin
Context triple: [Mars (TV series), notableGuest, Robert Zubrin]
  • A. Curtis Priem
    Curtis Priem is an American engineer and entrepreneur best known as a co-founder and early chief technology officer of the graphics processing company NVIDIA.
  • B. Alan Stern
    Alan Stern is an American planetary scientist best known for leading NASA’s New Horizons mission that conducted the first flyby of Pluto.
  • C. G. Scott Hubbard
    G. Scott Hubbard is an American space scientist and former NASA official known for his leadership in Mars exploration programs and contributions to space safety and policy.
  • D. Lev Kerbel
    Lev Kerbel was a prominent Soviet sculptor renowned for his monumental public works and statues of communist leaders.
  • E. Christopher T. Russell
    Christopher T. Russell is a planetary scientist best known for leading NASA's Dawn mission, which explored the protoplanet Vesta and the dwarf planet Ceres.
  • 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: Robert Zubrin
Triple: [Mars (TV series), notableGuest, Robert Zubrin]
Generated description
Robert Zubrin is an American aerospace engineer and author best known for his advocacy of human exploration and settlement of Mars, including his influential "Mars Direct" mission architecture.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Robert Zubrin
Target entity description: Robert Zubrin is an American aerospace engineer and author best known for his advocacy of human exploration and settlement of Mars, including his influential "Mars Direct" mission architecture.
  • A. Curtis Priem
    Curtis Priem is an American engineer and entrepreneur best known as a co-founder and early chief technology officer of the graphics processing company NVIDIA.
  • B. Alan Stern
    Alan Stern is an American planetary scientist best known for leading NASA’s New Horizons mission that conducted the first flyby of Pluto.
  • C. G. Scott Hubbard
    G. Scott Hubbard is an American space scientist and former NASA official known for his leadership in Mars exploration programs and contributions to space safety and policy.
  • D. Lev Kerbel
    Lev Kerbel was a prominent Soviet sculptor renowned for his monumental public works and statues of communist leaders.
  • E. Christopher T. Russell
    Christopher T. Russell is a planetary scientist best known for leading NASA's Dawn mission, which explored the protoplanet Vesta and the dwarf planet Ceres.
  • 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_69aed931f5908190be2c07af66d4df25 completed March 9, 2026, 2:29 p.m.
NER Named-entity recognition batch_69aeea61a63c819086e16b89d2ea2157 completed March 9, 2026, 3:42 p.m.
NED1 Entity disambiguation (via context triple) batch_69b4fb4998248190b4174dd80a8e790c completed March 14, 2026, 6:08 a.m.
NEDg Description generation batch_69b4ffcf7e24819098cf2e46b92bed4a completed March 14, 2026, 6:27 a.m.
NED2 Entity disambiguation (via description) batch_69b500596e308190a31e44c24de3f31d completed March 14, 2026, 6:29 a.m.
Created at: March 9, 2026, 3:17 p.m.