Triple

T6397080
Position Surface form Disambiguated ID Type / Status
Subject information loss paradox E143966 entity
Predicate relatedTo P37 FINISHED
Object AMPS firewall paradox
The AMPS firewall paradox is a theoretical puzzle in black hole physics proposing that an energetic "firewall" at the event horizon may be required to preserve quantum unitarity, challenging the traditional view that crossing the horizon is physically uneventful.
E590887 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: AMPS firewall paradox | Statement: [information loss paradox, relatedTo, AMPS firewall paradox]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: AMPS firewall paradox
Context triple: [information loss paradox, relatedTo, AMPS firewall paradox]
  • A. Firewall
    "Firewall" is a 2006 techno-thriller film starring Harrison Ford as a security expert forced to rob the bank he protects after his family is taken hostage.
  • B. Internet Protocol fragmentation and reassembly
    Internet Protocol fragmentation and reassembly is the process by which large IP packets are split into smaller fragments for transmission across networks with limited maximum transmission units and then reassembled back into the original packet at the destination.
  • C. Firepower
    Firepower is a Transformers character known as a powerful Autobot warrior distinguished by his heavy weaponry and combat capabilities.
  • D. Network-in-Network architecture
    Network-in-Network architecture is a convolutional neural network design that replaces traditional linear convolution layers with micro multilayer perceptrons (MLPs) to enhance feature abstraction and model expressiveness.
  • E. Save the Internet
    Save the Internet is a digital rights advocacy campaign focused on protecting net neutrality and an open, accessible internet for all users.
  • 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: AMPS firewall paradox
Triple: [information loss paradox, relatedTo, AMPS firewall paradox]
Generated description
The AMPS firewall paradox is a theoretical puzzle in black hole physics proposing that an energetic "firewall" at the event horizon may be required to preserve quantum unitarity, challenging the traditional view that crossing the horizon is physically uneventful.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: AMPS firewall paradox
Target entity description: The AMPS firewall paradox is a theoretical puzzle in black hole physics proposing that an energetic "firewall" at the event horizon may be required to preserve quantum unitarity, challenging the traditional view that crossing the horizon is physically uneventful.
  • A. Firewall
    "Firewall" is a 2006 techno-thriller film starring Harrison Ford as a security expert forced to rob the bank he protects after his family is taken hostage.
  • B. Internet Protocol fragmentation and reassembly
    Internet Protocol fragmentation and reassembly is the process by which large IP packets are split into smaller fragments for transmission across networks with limited maximum transmission units and then reassembled back into the original packet at the destination.
  • C. Firepower
    Firepower is a Transformers character known as a powerful Autobot warrior distinguished by his heavy weaponry and combat capabilities.
  • D. Network-in-Network architecture
    Network-in-Network architecture is a convolutional neural network design that replaces traditional linear convolution layers with micro multilayer perceptrons (MLPs) to enhance feature abstraction and model expressiveness.
  • E. Save the Internet
    Save the Internet is a digital rights advocacy campaign focused on protecting net neutrality and an open, accessible internet for all users.
  • 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_69c008db906c819096f3597d55d95432 completed March 22, 2026, 3:20 p.m.
NER Named-entity recognition batch_69c06896d180819091548a728e903184 completed March 22, 2026, 10:09 p.m.
NED1 Entity disambiguation (via context triple) batch_69c6389bd9f48190af9811cf8cee124e completed March 27, 2026, 7:58 a.m.
NEDg Description generation batch_69c63beaa5408190b4421f49634f3df1 completed March 27, 2026, 8:12 a.m.
NED2 Entity disambiguation (via description) batch_69c63c5f7d508190bd263822cea1b782 completed March 27, 2026, 8:14 a.m.
Created at: March 22, 2026, 4:35 p.m.