Triple

T9406625
Position Surface form Disambiguated ID Type / Status
Subject 2019–2020 Hong Kong protests E226602 entity
Predicate significantEvent P259 FINISHED
Object Polytechnic University siege November 2019
The Polytechnic University siege in November 2019 was a dramatic multi-day standoff between Hong Kong protesters and police, marked by intense clashes, mass arrests, and global media attention as one of the most pivotal confrontations of the Hong Kong protest movement.
E797250 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: Polytechnic University siege November 2019 | Statement: [2019–2020 Hong Kong protests, significantEvent, Polytechnic University siege November 2019]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Polytechnic University siege November 2019
Context triple: [2019–2020 Hong Kong protests, significantEvent, Polytechnic University siege November 2019]
  • A. Iranian Embassy siege
    The Iranian Embassy siege was a 1980 hostage crisis in London that ended with a high-profile counterterrorism assault by the British Special Air Service (SAS), broadcast live on television.
  • B. Budennovsk hospital hostage crisis
    The Budennovsk hospital hostage crisis was a 1995 terrorist siege in southern Russia in which Chechen militants took hundreds of civilians hostage in a hospital, leading to a deadly standoff and a temporary ceasefire in the First Chechen War.
  • C. 2005 Nalchik raid
    The 2005 Nalchik raid was a large-scale militant attack by Islamist insurgents on government and security installations in the Russian city of Nalchik, resulting in intense urban fighting and significant casualties.
  • D. Moscow theater hostage crisis
    The Moscow theater hostage crisis was a 2002 terrorist siege in which Chechen militants took hundreds of people captive in a Moscow theater, ending with a controversial Russian special forces assault that caused numerous deaths among hostages and attackers.
  • E. Hostomel Airport assault
    The Hostomel Airport assault was a key early Russian airborne operation aimed at seizing a strategic airfield near Kyiv to enable rapid reinforcement and facilitate the capture of Ukraine’s capital.
  • 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: Polytechnic University siege November 2019
Triple: [2019–2020 Hong Kong protests, significantEvent, Polytechnic University siege November 2019]
Generated description
The Polytechnic University siege in November 2019 was a dramatic multi-day standoff between Hong Kong protesters and police, marked by intense clashes, mass arrests, and global media attention as one of the most pivotal confrontations of the Hong Kong protest movement.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Polytechnic University siege November 2019
Target entity description: The Polytechnic University siege in November 2019 was a dramatic multi-day standoff between Hong Kong protesters and police, marked by intense clashes, mass arrests, and global media attention as one of the most pivotal confrontations of the Hong Kong protest movement.
  • A. Iranian Embassy siege
    The Iranian Embassy siege was a 1980 hostage crisis in London that ended with a high-profile counterterrorism assault by the British Special Air Service (SAS), broadcast live on television.
  • B. Budennovsk hospital hostage crisis
    The Budennovsk hospital hostage crisis was a 1995 terrorist siege in southern Russia in which Chechen militants took hundreds of civilians hostage in a hospital, leading to a deadly standoff and a temporary ceasefire in the First Chechen War.
  • C. 2005 Nalchik raid
    The 2005 Nalchik raid was a large-scale militant attack by Islamist insurgents on government and security installations in the Russian city of Nalchik, resulting in intense urban fighting and significant casualties.
  • D. Moscow theater hostage crisis
    The Moscow theater hostage crisis was a 2002 terrorist siege in which Chechen militants took hundreds of people captive in a Moscow theater, ending with a controversial Russian special forces assault that caused numerous deaths among hostages and attackers.
  • E. Hostomel Airport assault
    The Hostomel Airport assault was a key early Russian airborne operation aimed at seizing a strategic airfield near Kyiv to enable rapid reinforcement and facilitate the capture of Ukraine’s capital.
  • 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_69ca843280488190bc65600e843ef9e6 completed March 30, 2026, 2:09 p.m.
NER Named-entity recognition batch_69cd51c3fc988190ac34cc9e09f8ebfc completed April 1, 2026, 5:11 p.m.
NED1 Entity disambiguation (via context triple) batch_69d1079bd644819081f9c8f25ff1c532 completed April 4, 2026, 12:44 p.m.
NEDg Description generation batch_69d1082f41b48190b8588bb986028f59 completed April 4, 2026, 12:46 p.m.
NED2 Entity disambiguation (via description) batch_69d108bab8c881909748ffbb4b23f4ba completed April 4, 2026, 12:48 p.m.
Created at: March 30, 2026, 7:47 p.m.