Triple

T5741506
Position Surface form Disambiguated ID Type / Status
Subject Brief Interviews with Hideous Men (film) E126623 entity
Predicate productionCompany P490 FINISHED
Object Process Media
Process Media is an independent film production company known for backing unconventional and character-driven projects such as the adaptation of David Foster Wallace’s "Brief Interviews with Hideous Men."
E543079 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: Process Media | Statement: [Brief Interviews with Hideous Men (film), productionCompany, Process Media]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Process Media
Context triple: [Brief Interviews with Hideous Men (film), productionCompany, Process Media]
  • A. Pipeline
    Pipeline is a scikit-learn utility that chains multiple data processing and modeling steps into a single composite estimator for streamlined machine learning workflows.
  • B. Media Factory
    Media Factory is a creative and digital media hub at the University of Central Lancashire that provides specialized facilities and resources for media, arts, and design students and professionals.
  • C. Media
    Media was an ancient Iranian kingdom in northwestern Iran, historically ruled by the Medes and known for its role as a major Near Eastern power before being absorbed by the Achaemenid Persian Empire.
  • D. Media Resource Function Processor
    Media Resource Function Processor is a network element in IP multimedia systems responsible for handling and processing media-related tasks such as mixing, transcoding, and media stream manipulation.
  • E. Multimedia Engineering
    Multimedia Engineering is an interdisciplinary field that focuses on the design, development, and integration of multimedia technologies such as audio, video, graphics, and interactive systems for various digital applications.
  • 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: Process Media
Triple: [Brief Interviews with Hideous Men (film), productionCompany, Process Media]
Generated description
Process Media is an independent film production company known for backing unconventional and character-driven projects such as the adaptation of David Foster Wallace’s "Brief Interviews with Hideous Men."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Process Media
Target entity description: Process Media is an independent film production company known for backing unconventional and character-driven projects such as the adaptation of David Foster Wallace’s "Brief Interviews with Hideous Men."
  • A. Pipeline
    Pipeline is a scikit-learn utility that chains multiple data processing and modeling steps into a single composite estimator for streamlined machine learning workflows.
  • B. Media Factory
    Media Factory is a creative and digital media hub at the University of Central Lancashire that provides specialized facilities and resources for media, arts, and design students and professionals.
  • C. Media
    Media was an ancient Iranian kingdom in northwestern Iran, historically ruled by the Medes and known for its role as a major Near Eastern power before being absorbed by the Achaemenid Persian Empire.
  • D. Media Resource Function Processor
    Media Resource Function Processor is a network element in IP multimedia systems responsible for handling and processing media-related tasks such as mixing, transcoding, and media stream manipulation.
  • E. Multimedia Engineering
    Multimedia Engineering is an interdisciplinary field that focuses on the design, development, and integration of multimedia technologies such as audio, video, graphics, and interactive systems for various digital applications.
  • 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_69c0083179548190b384b0bf3c08ca4d completed March 22, 2026, 3:18 p.m.
NER Named-entity recognition batch_69c0258382908190af8787feb1e5fbcd completed March 22, 2026, 5:23 p.m.
NED1 Entity disambiguation (via context triple) batch_69c07e1bfe4481908740aa20d55ec8f6 completed March 22, 2026, 11:41 p.m.
NEDg Description generation batch_69c08a2bc1b08190998a7e5eb8d6d6ac completed March 23, 2026, 12:32 a.m.
NED2 Entity disambiguation (via description) batch_69c08a85b508819088464b97b6c9bb99 completed March 23, 2026, 12:34 a.m.
Created at: March 22, 2026, 3:48 p.m.