Triple

T1580510
Position Surface form Disambiguated ID Type / Status
Subject Santa Fe Institute E33751 entity
Predicate hasFounder P104 FINISHED
Object Manuel Lujan Jr.
Manuel Lujan Jr. was an American politician who served as a long-time U.S. Representative from New Mexico and later as U.S. Secretary of the Interior under President George H. W. Bush.
 E179979 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: Manuel Lujan Jr. | Statement: [Santa Fe Institute, hasFounder, Manuel Lujan Jr.]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Manuel Lujan Jr.
Context triple: [Santa Fe Institute, hasFounder, Manuel Lujan Jr.]
  • A. Bill Richardson
    Bill Richardson was an American politician and diplomat who served as governor of New Mexico, U.S. congressman, and a prominent international negotiator and envoy.
  • B. Lou Leon Guerrero
    Lou Leon Guerrero is an American politician and former nurse who became the first female governor of Guam.
  • C. Matt Santos
    Matt Santos is a fictional U.S. congressman who becomes President in the television series "The West Wing."
  • D. Rafael Díaz-Balart
    Rafael Díaz-Balart was a Cuban politician and lawyer known for his opposition to Fidel Castro and for being part of a prominent Cuban exile family.
  • E. Cruz Bustamante
    Cruz Bustamante is an American Democratic politician who served as California’s first Latino lieutenant governor in over a century.
  • 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: Manuel Lujan Jr.
Triple: [Santa Fe Institute, hasFounder, Manuel Lujan Jr.]
Generated description
Manuel Lujan Jr. was an American politician who served as a long-time U.S. Representative from New Mexico and later as U.S. Secretary of the Interior under President George H. W. Bush.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Manuel Lujan Jr.
Target entity description: Manuel Lujan Jr. was an American politician who served as a long-time U.S. Representative from New Mexico and later as U.S. Secretary of the Interior under President George H. W. Bush.
  • A. Bill Richardson
    Bill Richardson was an American politician and diplomat who served as governor of New Mexico, U.S. congressman, and a prominent international negotiator and envoy.
  • B. Lou Leon Guerrero
    Lou Leon Guerrero is an American politician and former nurse who became the first female governor of Guam.
  • C. Matt Santos
    Matt Santos is a fictional U.S. congressman who becomes President in the television series "The West Wing."
  • D. Rafael Díaz-Balart
    Rafael Díaz-Balart was a Cuban politician and lawyer known for his opposition to Fidel Castro and for being part of a prominent Cuban exile family.
  • E. Cruz Bustamante
    Cruz Bustamante is an American Democratic politician who served as California’s first Latino lieutenant governor in over a century.
  • 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_69a885f27a4c8190a4622252cdf54c00 completed March 4, 2026, 7:20 p.m.
NER Named-entity recognition batch_69a908d78fe48190b155f85deca59639 completed March 5, 2026, 4:38 a.m.
NED1 Entity disambiguation (via context triple) batch_69ad4030dd408190af5423ca2a3507b7 completed March 8, 2026, 9:24 a.m.
NEDg Description generation batch_69ad42612ba08190b6eabae1a098a61c completed March 8, 2026, 9:33 a.m.
NED2 Entity disambiguation (via description) batch_69ad42edfa7c8190a23e9a31915db228 completed March 8, 2026, 9:35 a.m.
Created at: March 4, 2026, 7:27 p.m.