Triple

T23837221
Position Surface form Disambiguated ID Type / Status
Subject firewall hypothesis E590886 entity
Predicate publication P80 FINISHED
Object Almheiri–Marolf–Polchinski–Sully 2012 paper on black holes
The Almheiri–Marolf–Polchinski–Sully 2012 paper on black holes is a landmark theoretical physics work that sharpened the black hole information paradox by arguing that quantum mechanics and general relativity together imply the existence of high-energy “firewalls” at black hole horizons.
E1604062 NE FINISHED

How this triple was built (2 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: Almheiri–Marolf–Polchinski–Sully 2012 paper on black holes | Statement: [firewall hypothesis, publication, Almheiri–Marolf–Polchinski–Sully 2012 paper on black holes]
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: Almheiri–Marolf–Polchinski–Sully 2012 paper on black holes
Triple: [firewall hypothesis, publication, Almheiri–Marolf–Polchinski–Sully 2012 paper on black holes]
Generated description
The Almheiri–Marolf–Polchinski–Sully 2012 paper on black holes is a landmark theoretical physics work that sharpened the black hole information paradox by arguing that quantum mechanics and general relativity together imply the existence of high-energy “firewalls” at black hole horizons.

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_69e25d1de32c8190a907afe9c3d6cd6d completed April 17, 2026, 4:17 p.m.
NER Named-entity recognition batch_69f1c883c7108190b3cce6fec0b8609a completed April 29, 2026, 8:59 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0f69a372108190993dc497e8eaf81b completed May 21, 2026, 8:22 p.m.
NEDg Description generation batch_6a0f6d4007308190b2d474963d0a9b8c completed May 21, 2026, 8:38 p.m.
NED2 Entity disambiguation (via description) batch_6a0f6e02703881908fa9c327c5808bf5 completed May 21, 2026, 8:41 p.m.
Created at: April 17, 2026, 8:07 p.m.