Triple

T19988160
Position Surface form Disambiguated ID Type / Status
Subject Amy Juergens E493988 entity
Predicate hasSon P6882 FINISHED
Object John Juergens
John Juergens is a fictional character from the TV series "The Secret Life of the American Teenager," known as the infant son of teenage mother Amy Juergens.
E1429710 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: John Juergens | Statement: [Amy Juergens, hasSon, John Juergens]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: John Juergens
Context triple: [Amy Juergens, hasSon, John Juergens]
  • A. John Jürgens
    John Jürgens is a German singer and actor best known as the son of renowned Austrian composer and entertainer Udo Jürgens.
  • B. Ray Heindorf
    Ray Heindorf was an American composer, arranger, and musical director best known for his work on numerous Hollywood film scores during the mid-20th century.
  • C. Michael Krueger
    Michael Krueger is a notable individual distinguished enough to be recognized as a prominent bearer of the surname Krueger.
  • D. George Juergens
    George Juergens is a central character on the teen drama series "The Secret Life of the American Teenager," known as the quirky, overprotective father navigating family turmoil and teenage pregnancy.
  • E. Carl Broemel
    Carl Broemel is an American guitarist, singer-songwriter, and multi-instrumentalist best known as a longtime member of the rock band My Morning Jacket.
  • 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: John Juergens
Triple: [Amy Juergens, hasSon, John Juergens]
Generated description
John Juergens is a fictional character from the TV series "The Secret Life of the American Teenager," known as the infant son of teenage mother Amy Juergens.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: John Juergens
Target entity description: John Juergens is a fictional character from the TV series "The Secret Life of the American Teenager," known as the infant son of teenage mother Amy Juergens.
  • A. John Jürgens
    John Jürgens is a German singer and actor best known as the son of renowned Austrian composer and entertainer Udo Jürgens.
  • B. Ray Heindorf
    Ray Heindorf was an American composer, arranger, and musical director best known for his work on numerous Hollywood film scores during the mid-20th century.
  • C. Michael Krueger
    Michael Krueger is a notable individual distinguished enough to be recognized as a prominent bearer of the surname Krueger.
  • D. George Juergens
    George Juergens is a central character on the teen drama series "The Secret Life of the American Teenager," known as the quirky, overprotective father navigating family turmoil and teenage pregnancy.
  • E. Carl Broemel
    Carl Broemel is an American guitarist, singer-songwriter, and multi-instrumentalist best known as a longtime member of the rock band My Morning Jacket.
  • 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_69da626a67648190af9653832a3aeced completed April 11, 2026, 3:02 p.m.
NER Named-entity recognition batch_69e65fddfee081909aa8cd6e279b2a7a completed April 20, 2026, 5:18 p.m.
NED1 Entity disambiguation (via context triple) batch_6a087b032b788190b33a4f380792749c completed May 16, 2026, 2:11 p.m.
NEDg Description generation batch_6a088014c30c8190937586dc3f23862e completed May 16, 2026, 2:32 p.m.
NED2 Entity disambiguation (via description) batch_6a08810e37c08190bd7e8b584204064c completed May 16, 2026, 2:37 p.m.
Created at: April 11, 2026, 3:30 p.m.