Triple

T3659982
Position Surface form Disambiguated ID Type / Status
Subject The Invasion E77623 entity
Predicate villainOrganization P50207 FINISHED
Object International Electromatics
International Electromatics is a fictional high-tech corporation serving as the main villainous organization in the Doctor Who serial "The Invasion," secretly collaborating with the Cybermen in a plot to conquer Earth.
E378483 NE FINISHED

How this triple was built (5 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: International Electromatics | Statement: [The Invasion, villainOrganization, International Electromatics]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: International Electromatics
Context triple: [The Invasion, villainOrganization, International Electromatics]
  • A. International Electrotechnical Commission
    The International Electrotechnical Commission is a global standards organization that develops and publishes international standards for electrical, electronic, and related technologies.
  • B. IEC
    IEC is the acronym for the Institut d’Estudis Catalans, the official academic institution responsible for research and standardization of the Catalan language and culture.
  • C. Institute of Electrical and Electronics Engineers
    The Institute of Electrical and Electronics Engineers (IEEE) is a leading global professional association dedicated to advancing technology through standards development, publications, conferences, and educational activities in electrical engineering, electronics, and related fields.
  • D. IEEE Industry Applications Society
    The IEEE Industry Applications Society is a professional society within the IEEE focused on the advancement and practical application of electrical and electronic engineering in industrial and commercial environments.
  • E. IEEE Industry Applications Magazine
    IEEE Industry Applications Magazine is a professional periodical that features articles, case studies, and technical insights on the practical application of electrical and electronic engineering in industry.
  • 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: International Electromatics
Triple: [The Invasion, villainOrganization, International Electromatics]
Generated description
International Electromatics is a fictional high-tech corporation serving as the main villainous organization in the Doctor Who serial "The Invasion," secretly collaborating with the Cybermen in a plot to conquer Earth.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: International Electromatics
Target entity description: International Electromatics is a fictional high-tech corporation serving as the main villainous organization in the Doctor Who serial "The Invasion," secretly collaborating with the Cybermen in a plot to conquer Earth.
  • A. International Electrotechnical Commission
    The International Electrotechnical Commission is a global standards organization that develops and publishes international standards for electrical, electronic, and related technologies.
  • B. IEC
    IEC is the acronym for the Institut d’Estudis Catalans, the official academic institution responsible for research and standardization of the Catalan language and culture.
  • C. Institute of Electrical and Electronics Engineers
    The Institute of Electrical and Electronics Engineers (IEEE) is a leading global professional association dedicated to advancing technology through standards development, publications, conferences, and educational activities in electrical engineering, electronics, and related fields.
  • D. IEEE Industry Applications Society
    The IEEE Industry Applications Society is a professional society within the IEEE focused on the advancement and practical application of electrical and electronic engineering in industrial and commercial environments.
  • E. IEEE Industry Applications Magazine
    IEEE Industry Applications Magazine is a professional periodical that features articles, case studies, and technical insights on the practical application of electrical and electronic engineering in industry.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: villainOrganization
Context triple: [The Invasion, villainOrganization, International Electromatics]
  • A. criminalOrganization
    Indicates that the subject is an organized group engaged in ongoing illegal activities, often with structured hierarchy and coordination.
  • B. hasVillain
    Indicates that one entity is the villain or primary antagonist associated with another entity.
  • C. enemyOrganization
    Indicates that one organization is considered an adversary or opponent of another organization, typically in a hostile or competitive context.
  • D. hasAntagonistGroup
    Indicates that an entity is opposed or challenged by a specific group acting as its antagonist.
  • E. allegedOrganization
    Indicates that an entity is claimed or suspected to be an organization, without confirming that the claim is true.
  • F. None of above. chosen

Provenance (7 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_69ad85dfc4dc8190a441864202ab2a7a completed March 8, 2026, 2:21 p.m.
NER Named-entity recognition batch_69adc3d5e5f881909c7c105827d41071 completed March 8, 2026, 6:45 p.m.
NED1 Entity disambiguation (via context triple) batch_69b48842b28881908c6a077cfaa8b092 completed March 13, 2026, 9:57 p.m.
NEDg Description generation batch_69b48e0d2cfc8190b55d8060cc092411 completed March 13, 2026, 10:22 p.m.
NED2 Entity disambiguation (via description) batch_69b4b96e73fc8190aa11d1e1a06d5c25 completed March 14, 2026, 1:27 a.m.
PD Predicate disambiguation batch_69adb847e9d881909dad2ffd0f3b6c15 completed March 8, 2026, 5:56 p.m.
PDg Predicate description generation batch_69adb97cdb788190a5ce96b21bd157ab completed March 8, 2026, 6:01 p.m.
Created at: March 8, 2026, 3:25 p.m.