Triple

T5860592
Position Surface form Disambiguated ID Type / Status
Subject Jayati Ghosh E130264 entity
Predicate writesFor P11775 FINISHED
Object Frontline
Frontline is an Indian current affairs and political magazine known for its in-depth, left-leaning analysis of national and international issues.
 E550382 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: Frontline | Statement: [Jayati Ghosh, writesFor, Frontline]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Frontline
Context triple: [Jayati Ghosh, writesFor, Frontline]
  • A. Frontline
    Frontline is a long-running American investigative documentary series known for its in-depth reporting and analysis of major social, political, and global issues, produced and broadcast by PBS.
  • B. Behind the Front
    "Behind the Front" is the debut studio album by American hip hop group Black Eyed Peas, showcasing their early alternative and socially conscious rap style before their later pop-oriented success.
  • C. Lifeline
    "Lifeline" is a rock song by American band Papa Roach, known for its anthemic chorus and themes of struggle and emotional resilience.
  • D. Lifeline
    "Lifeline" is a 1982 synth-pop single by British band Spandau Ballet, known for its polished production and role in cementing the group's early-1980s success.
  • E. Operation Dignity
    Operation Dignity was a major 2014 Libyan military campaign led by forces loyal to Khalifa Haftar aimed at defeating Islamist militias and asserting control over eastern Libya, particularly Benghazi.
  • 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: Frontline
Triple: [Jayati Ghosh, writesFor, Frontline]
Generated description
Frontline is an Indian current affairs and political magazine known for its in-depth, left-leaning analysis of national and international issues.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Frontline
Target entity description: Frontline is an Indian current affairs and political magazine known for its in-depth, left-leaning analysis of national and international issues.
  • A. Frontline
    Frontline is a long-running American investigative documentary series known for its in-depth reporting and analysis of major social, political, and global issues, produced and broadcast by PBS.
  • B. Behind the Front
    "Behind the Front" is the debut studio album by American hip hop group Black Eyed Peas, showcasing their early alternative and socially conscious rap style before their later pop-oriented success.
  • C. Lifeline
    "Lifeline" is a rock song by American band Papa Roach, known for its anthemic chorus and themes of struggle and emotional resilience.
  • D. Lifeline
    "Lifeline" is a 1982 synth-pop single by British band Spandau Ballet, known for its polished production and role in cementing the group's early-1980s success.
  • E. Operation Dignity
    Operation Dignity was a major 2014 Libyan military campaign led by forces loyal to Khalifa Haftar aimed at defeating Islamist militias and asserting control over eastern Libya, particularly Benghazi.
  • 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_69c0084f3bb08190a7720f55f7aa4252 completed March 22, 2026, 3:18 p.m.
NER Named-entity recognition batch_69c03588dd8c81909491350140ea340e completed March 22, 2026, 6:31 p.m.
NED1 Entity disambiguation (via context triple) batch_69c0a1c70754819089081fc440ed841e completed March 23, 2026, 2:13 a.m.
NEDg Description generation batch_69c0a258fa208190a06b457e7856c338 completed March 23, 2026, 2:15 a.m.
NED2 Entity disambiguation (via description) batch_69c0a310d2d08190a8dab95f9eef2815 completed March 23, 2026, 2:18 a.m.
Created at: March 22, 2026, 3:56 p.m.