Triple

T2215999
Position Surface form Disambiguated ID Type / Status
Subject Andrew Lincoln E48033 entity
Predicate notableWork P4 FINISHED
Object Teachers
"Teachers" is a British television comedy-drama series in which Andrew Lincoln stars as a young, disillusioned secondary school teacher navigating the challenges of staffroom politics and classroom life.
E244287 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 | Statement: [Andrew Lincoln, notableWork, Teachers]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Teachers
Context triple: [Andrew Lincoln, notableWork, Teachers]
  • A. Faculty Glade
    Faculty Glade is a scenic, tree-lined meadow on the UC Berkeley campus known as a quiet gathering and relaxation spot for students and faculty.
  • B. Professor Bhaer
    Professor Bhaer is a kind, intellectually inclined German immigrant and love interest of Jo March in the 1994 film adaptation of Louisa May Alcott’s "Little Women."
  • C. Department of Teacher Education and School Research
    The Department of Teacher Education and School Research is an academic unit at the University of Oslo dedicated to teacher education, classroom practice, and research on schooling and pedagogy.
  • D. 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.
  • E. Deans
    Deans is an unincorporated community located within South Brunswick Township in Middlesex County, New Jersey.
  • 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
Triple: [Andrew Lincoln, notableWork, Teachers]
Generated description
"Teachers" is a British television comedy-drama series in which Andrew Lincoln stars as a young, disillusioned secondary school teacher navigating the challenges of staffroom politics and classroom life.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Teachers
Target entity description: "Teachers" is a British television comedy-drama series in which Andrew Lincoln stars as a young, disillusioned secondary school teacher navigating the challenges of staffroom politics and classroom life.
  • A. Faculty Glade
    Faculty Glade is a scenic, tree-lined meadow on the UC Berkeley campus known as a quiet gathering and relaxation spot for students and faculty.
  • B. Professor Bhaer
    Professor Bhaer is a kind, intellectually inclined German immigrant and love interest of Jo March in the 1994 film adaptation of Louisa May Alcott’s "Little Women."
  • C. Department of Teacher Education and School Research
    The Department of Teacher Education and School Research is an academic unit at the University of Oslo dedicated to teacher education, classroom practice, and research on schooling and pedagogy.
  • D. 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.
  • E. Deans
    Deans is an unincorporated community located within South Brunswick Township in Middlesex County, New Jersey.
  • 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.