Triple

T122995
Position Surface form Disambiguated ID Type / Status
Subject DoubleClick E2487 entity
Predicate product P490 FINISHED
Object DART for Publishers
DART for Publishers was an online ad-serving and management platform used by publishers to schedule, deliver, and track digital advertising across their websites.
E13784 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: DART for Publishers | Statement: [DoubleClick, product, DART for Publishers]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: DART for Publishers
Context triple: [DoubleClick, product, DART for Publishers]
  • A. Liveright Publishing Corporation
    Liveright Publishing Corporation is an American publishing house, now an imprint of W. W. Norton & Company, known for releasing influential works of literary fiction and nonfiction.
  • B. Locus Publications
    Locus Publications is a prominent science fiction and fantasy publishing company best known for producing Locus Magazine and organizing the annual Locus Awards.
  • C. DOI
    DOI is the commonly used abbreviation for the United States Department of the Interior, the federal executive department responsible for managing the nation’s natural resources and public lands.
  • D. Pan Books
    Pan Books is a British publishing imprint known for producing popular fiction and classic titles, including major science fiction works.
  • E. Metropolitan Books
    Metropolitan Books is an American publishing imprint known for releasing influential and often politically engaged nonfiction works by prominent intellectuals and public thinkers.
  • 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: DART for Publishers
Triple: [DoubleClick, product, DART for Publishers]
Generated description
DART for Publishers was an online ad-serving and management platform used by publishers to schedule, deliver, and track digital advertising across their websites.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: DART for Publishers
Target entity description: DART for Publishers was an online ad-serving and management platform used by publishers to schedule, deliver, and track digital advertising across their websites.
  • A. Liveright Publishing Corporation
    Liveright Publishing Corporation is an American publishing house, now an imprint of W. W. Norton & Company, known for releasing influential works of literary fiction and nonfiction.
  • B. Locus Publications
    Locus Publications is a prominent science fiction and fantasy publishing company best known for producing Locus Magazine and organizing the annual Locus Awards.
  • C. DOI
    DOI is the commonly used abbreviation for the United States Department of the Interior, the federal executive department responsible for managing the nation’s natural resources and public lands.
  • D. Pan Books
    Pan Books is a British publishing imprint known for producing popular fiction and classic titles, including major science fiction works.
  • E. Metropolitan Books
    Metropolitan Books is an American publishing imprint known for releasing influential and often politically engaged nonfiction works by prominent intellectuals and public thinkers.
  • 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_69a2506c5428819085c28a8884790e29 completed Feb. 28, 2026, 2:18 a.m.
NER Named-entity recognition batch_69a2573b4e7481909ee09d2899f8a74b completed Feb. 28, 2026, 2:47 a.m.
NED1 Entity disambiguation (via context triple) batch_69a2982485348190b2b361aef7b42fc9 completed Feb. 28, 2026, 7:24 a.m.
NEDg Description generation batch_69a299032e748190b8f91ff2109c40fe completed Feb. 28, 2026, 7:28 a.m.
NED2 Entity disambiguation (via description) batch_69a29af5cf3c8190a88b5cbabea72cc5 completed Feb. 28, 2026, 7:36 a.m.
Created at: Feb. 28, 2026, 2:24 a.m.