Triple

T3377638
Position Surface form Disambiguated ID Type / Status
Subject Matrix (Time Lord data store) E71104 entity
Predicate alsoKnownAs P39 FINISHED
Object the Amplified Panatropic Computation Network
The Amplified Panatropic Computation Network is a vast, hyper-advanced Gallifreyan data and information processing system used by the Time Lords in the Doctor Who universe.
 E353930 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: the Amplified Panatropic Computation Network | Statement: [Matrix (Time Lord data store), alsoKnownAs, the Amplified Panatropic Computation Network]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: the Amplified Panatropic Computation Network
Context triple: [Matrix (Time Lord data store), alsoKnownAs, the Amplified Panatropic Computation Network]
  • A. SyNAPSE neuromorphic computing program
    The SyNAPSE neuromorphic computing program is a DARPA initiative to develop brain-inspired electronic systems that emulate neural architectures for highly efficient, scalable cognitive computing.
  • B. Soar cognitive architecture
    The Soar cognitive architecture is a general-purpose framework for modeling and understanding human cognition through unified theories of problem solving, learning, and decision-making.
  • C. Intriguing properties of neural networks
    "Intriguing properties of neural networks" is a highly influential research paper that revealed surprising vulnerabilities and behaviors of deep neural networks, particularly their susceptibility to adversarial examples.
  • D. PEGASUS network
    The PEGASUS network is a European association of leading universities and institutions dedicated to education and research in aerospace engineering.
  • E. The Universal Computer
    The Universal Computer is a book by mathematician and logician Martin Davis that traces the history and development of the concept of computation and the universal Turing machine.
  • 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: the Amplified Panatropic Computation Network
Triple: [Matrix (Time Lord data store), alsoKnownAs, the Amplified Panatropic Computation Network]
Generated description
The Amplified Panatropic Computation Network is a vast, hyper-advanced Gallifreyan data and information processing system used by the Time Lords in the Doctor Who universe.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: the Amplified Panatropic Computation Network
Target entity description: The Amplified Panatropic Computation Network is a vast, hyper-advanced Gallifreyan data and information processing system used by the Time Lords in the Doctor Who universe.
  • A. SyNAPSE neuromorphic computing program
    The SyNAPSE neuromorphic computing program is a DARPA initiative to develop brain-inspired electronic systems that emulate neural architectures for highly efficient, scalable cognitive computing.
  • B. Soar cognitive architecture
    The Soar cognitive architecture is a general-purpose framework for modeling and understanding human cognition through unified theories of problem solving, learning, and decision-making.
  • C. Intriguing properties of neural networks
    "Intriguing properties of neural networks" is a highly influential research paper that revealed surprising vulnerabilities and behaviors of deep neural networks, particularly their susceptibility to adversarial examples.
  • D. PEGASUS network
    The PEGASUS network is a European association of leading universities and institutions dedicated to education and research in aerospace engineering.
  • E. The Universal Computer
    The Universal Computer is a book by mathematician and logician Martin Davis that traces the history and development of the concept of computation and the universal Turing machine.
  • 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_69ad85a7f80c8190a05e43013f298942 completed March 8, 2026, 2:20 p.m.
NER Named-entity recognition batch_69adb2e8d1988190b6fb6c4c5502f25f completed March 8, 2026, 5:33 p.m.
NED1 Entity disambiguation (via context triple) batch_69b334490bf08190aa119e72d12f5e4b completed March 12, 2026, 9:46 p.m.
NEDg Description generation batch_69b334d1e3348190b231a33058ee08a5 completed March 12, 2026, 9:49 p.m.
NED2 Entity disambiguation (via description) batch_69b33901299481908615762989e45e7c completed March 12, 2026, 10:06 p.m.
Created at: March 8, 2026, 3:13 p.m.