Triple

T2215364
Position Surface form Disambiguated ID Type / Status
Subject A&E Network E48017 entity
Predicate notableProgram P4 FINISHED
Object Intervention
Intervention is a reality television series that documents individuals struggling with addiction and the efforts of their families and professionals to guide them into treatment.
E244226 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: Intervention | Statement: [A&E Network, notableProgram, Intervention]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Intervention
Context triple: [A&E Network, notableProgram, Intervention]
  • A. Triple Intervention
    The Triple Intervention was a diplomatic move in 1895 by Russia, Germany, and France that forced Japan to relinquish some of its gains from the First Sino-Japanese War, notably the Liaodong Peninsula.
  • B. In Treatment
    In Treatment is an American drama television series that follows a psychotherapist’s intense, dialogue-driven sessions with his patients and his own therapist.
  • C. Action on Addiction
    Action on Addiction is a UK-based charity focused on preventing and treating addiction and supporting those affected by it.
  • D. Road To Recovery
    Road To Recovery is an American Cancer Society program that provides free transportation for cancer patients to and from their treatment appointments through a network of volunteer drivers.
  • E. First Step Act
    The First Step Act is a major U.S. federal criminal justice reform law that, among other changes, reduced certain mandatory minimum sentences, expanded early-release and rehabilitation programs, and made some sentencing reforms retroactive.
  • 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: Intervention
Triple: [A&E Network, notableProgram, Intervention]
Generated description
Intervention is a reality television series that documents individuals struggling with addiction and the efforts of their families and professionals to guide them into treatment.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Intervention
Target entity description: Intervention is a reality television series that documents individuals struggling with addiction and the efforts of their families and professionals to guide them into treatment.
  • A. Triple Intervention
    The Triple Intervention was a diplomatic move in 1895 by Russia, Germany, and France that forced Japan to relinquish some of its gains from the First Sino-Japanese War, notably the Liaodong Peninsula.
  • B. In Treatment
    In Treatment is an American drama television series that follows a psychotherapist’s intense, dialogue-driven sessions with his patients and his own therapist.
  • C. Action on Addiction
    Action on Addiction is a UK-based charity focused on preventing and treating addiction and supporting those affected by it.
  • D. Road To Recovery
    Road To Recovery is an American Cancer Society program that provides free transportation for cancer patients to and from their treatment appointments through a network of volunteer drivers.
  • E. First Step Act
    The First Step Act is a major U.S. federal criminal justice reform law that, among other changes, reduced certain mandatory minimum sentences, expanded early-release and rehabilitation programs, and made some sentencing reforms retroactive.
  • 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.