Triple

T9406621
Position Surface form Disambiguated ID Type / Status
Subject 2019–2020 Hong Kong protests E226602 entity
Predicate significantEvent P259 FINISHED
Object 21 July 2019 Yuen Long attack
The 21 July 2019 Yuen Long attack was a notorious incident in which white-clad mobs assaulted protesters and civilians in a Hong Kong train station, becoming a symbol of alleged police collusion and escalating violence during the anti-extradition protests.
E797249 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: 21 July 2019 Yuen Long attack | Statement: [2019–2020 Hong Kong protests, significantEvent, 21 July 2019 Yuen Long attack]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: 21 July 2019 Yuen Long attack
Context triple: [2019–2020 Hong Kong protests, significantEvent, 21 July 2019 Yuen Long attack]
  • A. 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.
  • B. 2015 Bardo National Museum attack
    The 2015 Bardo National Museum attack was a terrorist assault in Tunis, Tunisia, in which gunmen opened fire on tourists at the country’s leading museum, killing over 20 people and injuring many others.
  • C. 2013 Westgate shopping mall attack
    The 2013 Westgate shopping mall attack was a four-day terrorist siege at an upscale mall in Nairobi, Kenya, that left at least 67 people dead and drew international attention to the threat posed by the Islamist militant group al-Shabaab.
  • D. 2004 Krue Se Mosque incident
    The 2004 Krue Se Mosque incident was a deadly confrontation in Pattani, Thailand, in which Thai security forces stormed a historic mosque to end an armed standoff with insurgents, becoming a highly controversial flashpoint in the South Thailand insurgency.
  • E. 2012 shooting of Malala Yousafzai
    The 2012 shooting of Malala Yousafzai was an assassination attempt by the Pakistani Taliban on the teenage education activist that drew global condemnation and turned her into an international symbol of the fight for girls’ education.
  • 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: 21 July 2019 Yuen Long attack
Triple: [2019–2020 Hong Kong protests, significantEvent, 21 July 2019 Yuen Long attack]
Generated description
The 21 July 2019 Yuen Long attack was a notorious incident in which white-clad mobs assaulted protesters and civilians in a Hong Kong train station, becoming a symbol of alleged police collusion and escalating violence during the anti-extradition protests.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: 21 July 2019 Yuen Long attack
Target entity description: The 21 July 2019 Yuen Long attack was a notorious incident in which white-clad mobs assaulted protesters and civilians in a Hong Kong train station, becoming a symbol of alleged police collusion and escalating violence during the anti-extradition protests.
  • A. 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.
  • B. 2015 Bardo National Museum attack
    The 2015 Bardo National Museum attack was a terrorist assault in Tunis, Tunisia, in which gunmen opened fire on tourists at the country’s leading museum, killing over 20 people and injuring many others.
  • C. 2013 Westgate shopping mall attack
    The 2013 Westgate shopping mall attack was a four-day terrorist siege at an upscale mall in Nairobi, Kenya, that left at least 67 people dead and drew international attention to the threat posed by the Islamist militant group al-Shabaab.
  • D. 2004 Krue Se Mosque incident
    The 2004 Krue Se Mosque incident was a deadly confrontation in Pattani, Thailand, in which Thai security forces stormed a historic mosque to end an armed standoff with insurgents, becoming a highly controversial flashpoint in the South Thailand insurgency.
  • E. 2012 shooting of Malala Yousafzai
    The 2012 shooting of Malala Yousafzai was an assassination attempt by the Pakistani Taliban on the teenage education activist that drew global condemnation and turned her into an international symbol of the fight for girls’ education.
  • 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.