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.