Triple

T14903422
Position Surface form Disambiguated ID Type / Status
Subject Western New Mexico E360065 entity
Predicate contains P35 FINISHED
Object Deming
Deming is a small city in southwestern New Mexico known as a transportation hub and gateway to nearby desert and historical attractions.
E1126685 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: Deming | Statement: [Western New Mexico, contains, Deming]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Deming
Context triple: [Western New Mexico, contains, Deming]
  • A. W. Edwards Deming
    W. Edwards Deming was an American statistician, professor, and management consultant renowned for pioneering modern quality management and continuous improvement practices in industry.
  • B. Démíng
    Démíng is the courtesy name of Sun Yat-sen, the revolutionary leader often regarded as the founding father of modern China.
  • C. Raphael H. Deming
    Raphael H. Deming was an American figure of sufficient local or historical prominence to be recognized as a notable burial at Mount Olivet Cemetery in Washington, D.C.
  • D. Philip W. Crosby
    Philip W. Crosby was an American public official who served as a key financial administrator for the Commonwealth of Massachusetts in the late 19th century.
  • E. Philip W. Crosby
    Philip W. Crosby was an influential American businessman and quality management expert best known for promoting the concept of “zero defects” and authoring the seminal book *Quality Is Free*.
  • 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: Deming
Triple: [Western New Mexico, contains, Deming]
Generated description
Deming is a small city in southwestern New Mexico known as a transportation hub and gateway to nearby desert and historical attractions.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Deming
Target entity description: Deming is a small city in southwestern New Mexico known as a transportation hub and gateway to nearby desert and historical attractions.
  • A. W. Edwards Deming
    W. Edwards Deming was an American statistician, professor, and management consultant renowned for pioneering modern quality management and continuous improvement practices in industry.
  • B. Démíng
    Démíng is the courtesy name of Sun Yat-sen, the revolutionary leader often regarded as the founding father of modern China.
  • C. Raphael H. Deming
    Raphael H. Deming was an American figure of sufficient local or historical prominence to be recognized as a notable burial at Mount Olivet Cemetery in Washington, D.C.
  • D. Philip W. Crosby
    Philip W. Crosby was an American public official who served as a key financial administrator for the Commonwealth of Massachusetts in the late 19th century.
  • E. Philip W. Crosby
    Philip W. Crosby was an influential American businessman and quality management expert best known for promoting the concept of “zero defects” and authoring the seminal book *Quality Is Free*.
  • 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_69d827980cbc8190a0c569ae3940a1d9 completed April 9, 2026, 10:26 p.m.
NER Named-entity recognition batch_69ded60b24008190bd272c0d61329400 completed April 15, 2026, 12:04 a.m.
NED1 Entity disambiguation (via context triple) batch_69fe72b4e4f88190af7e859d93dbbd28 completed May 8, 2026, 11:33 p.m.
NEDg Description generation batch_69fe7360c11481908e2e5127b466e31b completed May 8, 2026, 11:36 p.m.
NED2 Entity disambiguation (via description) batch_69fe743c37308190a045ef5f0ade8508 completed May 8, 2026, 11:39 p.m.
Created at: April 10, 2026, 2:11 a.m.