Triple

T2216023
Position Surface form Disambiguated ID Type / Status
Subject Andrew Lincoln E48033 entity
Predicate appearedIn P795 FINISHED
Object Teachers (TV series)
Teachers is a British comedy-drama television series that follows the personal and professional lives of a group of young secondary school teachers.
 E244296 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: Teachers (TV series) | Statement: [Andrew Lincoln, appearedIn, Teachers (TV series)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Teachers (TV series)
Context triple: [Andrew Lincoln, appearedIn, Teachers (TV series)]
  • A. A Teacher (miniseries)
    A Teacher is a drama miniseries starring Kate Mara that explores the illicit and abusive relationship between a high school teacher and her student.
  • B. American Educator
    American Educator is a quarterly professional journal published by the American Federation of Teachers that features research-based articles and commentary on education practice and policy.
  • C. A Different World
    A Different World is an American sitcom that aired from 1987 to 1993, focusing on the lives of students at the fictional historically Black Hillman College and addressing social and cultural issues.
  • D. Teaching Mrs. Tingle
    Teaching Mrs. Tingle is a 1999 dark comedy-thriller film about high school students who plot against their vindictive teacher after being falsely accused of cheating.
  • E. Board of Education
    The Board of Education is the elected or appointed body responsible for setting policies, overseeing administration, and guiding the educational direction of a public school district.
  • 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: Teachers (TV series)
Triple: [Andrew Lincoln, appearedIn, Teachers (TV series)]
Generated description
Teachers is a British comedy-drama television series that follows the personal and professional lives of a group of young secondary school teachers.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Teachers (TV series)
Target entity description: Teachers is a British comedy-drama television series that follows the personal and professional lives of a group of young secondary school teachers.
  • A. A Teacher (miniseries)
    A Teacher is a drama miniseries starring Kate Mara that explores the illicit and abusive relationship between a high school teacher and her student.
  • B. American Educator
    American Educator is a quarterly professional journal published by the American Federation of Teachers that features research-based articles and commentary on education practice and policy.
  • C. A Different World
    A Different World is an American sitcom that aired from 1987 to 1993, focusing on the lives of students at the fictional historically Black Hillman College and addressing social and cultural issues.
  • D. Teaching Mrs. Tingle
    Teaching Mrs. Tingle is a 1999 dark comedy-thriller film about high school students who plot against their vindictive teacher after being falsely accused of cheating.
  • E. Board of Education
    The Board of Education is the elected or appointed body responsible for setting policies, overseeing administration, and guiding the educational direction of a public school district.
  • 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_69a88aa1ee708190862c8c378c41e9eb completed March 4, 2026, 7:40 p.m.
NER Named-entity recognition batch_69abbff11574819091d1b50d637ae767 completed March 7, 2026, 6:04 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae65571b9481908f992cee85ee59eb completed March 9, 2026, 6:14 a.m.
NEDg Description generation batch_69ae66411d848190a529018ad3765597 completed March 9, 2026, 6:18 a.m.
NED2 Entity disambiguation (via description) batch_69ae66a8cd9881908df2873e6159f293 completed March 9, 2026, 6:20 a.m.
Created at: March 4, 2026, 7:46 p.m.