Triple

T4430255
Position Surface form Disambiguated ID Type / Status
Subject Frank Maxwell Andrews E95308 entity
Predicate familyName P18 FINISHED
Object Andrews
Andrews is a common English-language surname borne by numerous notable figures across fields such as the military, politics, science, and the arts.
 E440925 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: Andrews | Statement: [Frank Maxwell Andrews, familyName, Andrews]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Andrews
Context triple: [Frank Maxwell Andrews, familyName, Andrews]
  • A. Andrews
    Andrews is the middle name of Thomas A. Hendricks, the 21st vice president of the United States.
  • B. Andrews
    Andrews is the middle name of American experimental physicist and Nobel laureate Robert A. Millikan.
  • C. Andrews
    Andrews is a small city in West Texas known primarily for its role in the region’s oil and gas industry.
  • D. McCauley
    McCauley is the maiden surname of Rosa Parks, the prominent American civil rights activist known for her pivotal role in the Montgomery bus boycott.
  • E. Andrew
    Andrew is a masculine given name of Greek origin meaning "manly" or "brave," widely used in English-speaking countries and beyond.
  • 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: Andrews
Triple: [Frank Maxwell Andrews, familyName, Andrews]
Generated description
Andrews is a common English-language surname borne by numerous notable figures across fields such as the military, politics, science, and the arts.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Andrews
Target entity description: Andrews is a common English-language surname borne by numerous notable figures across fields such as the military, politics, science, and the arts.
  • A. Andrews
    Andrews is the middle name of Thomas A. Hendricks, the 21st vice president of the United States.
  • B. Andrews
    Andrews is a small city in West Texas known primarily for its role in the region’s oil and gas industry.
  • C. Andrews
    Andrews is the middle name of American experimental physicist and Nobel laureate Robert A. Millikan.
  • D. McCauley
    McCauley is the maiden surname of Rosa Parks, the prominent American civil rights activist known for her pivotal role in the Montgomery bus boycott.
  • E. Andrew
    Andrew is a masculine given name of Greek origin meaning "manly" or "brave," widely used in English-speaking countries and beyond.
  • 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_69b3453c2a0c8190926b574c90766db9 completed March 12, 2026, 10:59 p.m.
NER Named-entity recognition batch_69b35569b3388190bdef2568f5dc04ce completed March 13, 2026, 12:08 a.m.
NED1 Entity disambiguation (via context triple) batch_69b6136caa248190a84423cede1908c3 completed March 15, 2026, 2:03 a.m.
NEDg Description generation batch_69b617c13d4481909d22d201ce405d3a completed March 15, 2026, 2:21 a.m.
NED2 Entity disambiguation (via description) batch_69b6187687f8819084e2d611e9e31f79 completed March 15, 2026, 2:24 a.m.
Created at: March 12, 2026, 11:30 p.m.