Triple

T16854137
Position Surface form Disambiguated ID Type / Status
Subject Video Ad Serving Template E409743 entity
Predicate usedBy P260 FINISHED
Object DSPs
DSPs (Demand-Side Platforms) are automated advertising systems that enable buyers to purchase and manage digital ad inventory across multiple exchanges in real time.
 E1236291 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: DSPs | Statement: [Video Ad Serving Template, usedBy, DSPs]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: DSPs
Context triple: [Video Ad Serving Template, usedBy, DSPs]
  • A. IDSP
    IDSP is the standard abbreviation for an International Dark Sky Park, a designated area recognized for its exceptionally dark, star-filled night skies and efforts to reduce light pollution.
  • B. ADSP
    ADSP (AppleTalk Data Stream Protocol) is a session-layer protocol in the AppleTalk networking architecture that provides reliable, full-duplex data streams between Apple devices.
  • C. DSP-16
    DSP-16 was a U.S. Defense Support Program early-warning satellite used to detect missile launches and nuclear explosions from geostationary orbit.
  • D. DSPG
    DSPG is a United Kingdom military training institution responsible for educating and training personnel in policing, security, and guarding duties.
  • E. DSD
    DSD is the abbreviated name commonly used for the Data Services Department within an organization.
  • 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: DSPs
Triple: [Video Ad Serving Template, usedBy, DSPs]
Generated description
DSPs (Demand-Side Platforms) are automated advertising systems that enable buyers to purchase and manage digital ad inventory across multiple exchanges in real time.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: DSPs
Target entity description: DSPs (Demand-Side Platforms) are automated advertising systems that enable buyers to purchase and manage digital ad inventory across multiple exchanges in real time.
  • A. IDSP
    IDSP is the standard abbreviation for an International Dark Sky Park, a designated area recognized for its exceptionally dark, star-filled night skies and efforts to reduce light pollution.
  • B. ADSP
    ADSP (AppleTalk Data Stream Protocol) is a session-layer protocol in the AppleTalk networking architecture that provides reliable, full-duplex data streams between Apple devices.
  • C. DSP-16
    DSP-16 was a U.S. Defense Support Program early-warning satellite used to detect missile launches and nuclear explosions from geostationary orbit.
  • D. DSPG
    DSPG is a United Kingdom military training institution responsible for educating and training personnel in policing, security, and guarding duties.
  • E. DSD
    DSD is the abbreviated name commonly used for the Data Services Department within an organization.
  • 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_69d88395e6c88190b22730f335107c14 completed April 10, 2026, 4:59 a.m.
NER Named-entity recognition batch_69e3b37bbb80819086d844a313625cad completed April 18, 2026, 4:38 p.m.
NED1 Entity disambiguation (via context triple) batch_6a00bb216fac81909d401c6b9911d1e0 completed May 10, 2026, 5:06 p.m.
NEDg Description generation batch_6a00bb9b2b1881908f9f5c3dd1a2d500 completed May 10, 2026, 5:08 p.m.
NED2 Entity disambiguation (via description) batch_6a00bc3a4b888190bd190b9330e2777d completed May 10, 2026, 5:11 p.m.
Created at: April 10, 2026, 5:24 a.m.