Triple

T13761582
Position Surface form Disambiguated ID Type / Status
Subject Scarborough Reef E330621 entity
Predicate hasEvent P811 FINISHED
Object 2012 Scarborough Shoal standoff
The 2012 Scarborough Shoal standoff was a tense maritime confrontation between China and the Philippines over fishing rights and territorial claims in the South China Sea, marking a major flashpoint in regional geopolitics.
E1060134 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: 2012 Scarborough Shoal standoff | Statement: [Scarborough Reef, hasEvent, 2012 Scarborough Shoal standoff]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: 2012 Scarborough Shoal standoff
Context triple: [Scarborough Reef, hasEvent, 2012 Scarborough Shoal standoff]
  • A. Battle of the South China Sea
    The Battle of the South China Sea was a World War II naval engagement in 1945 in which Japanese forces under Admiral Jisaburō Ozawa clashed with Allied naval and air units in the waters off Southeast Asia.
  • B. Lahad Datu standoff
    The Lahad Datu standoff was a 2013 armed incursion and subsequent security crisis in Sabah, Malaysia, involving militants from the southern Philippines and resulting in a major Malaysian military and police operation.
  • C. 2017 Doklam standoff
    The 2017 Doklam standoff was a military confrontation between India and China near the tri-junction with Bhutan, sparked by Chinese road construction in the disputed Doklam plateau and resulting in a tense but ultimately non-violent resolution after several weeks.
  • D. Battle of the Paracel Islands
    The Battle of the Paracel Islands was a 1974 naval clash between China and South Vietnam that resulted in Chinese control over the disputed Paracel archipelago in the South China Sea.
  • E. Haiphong incident
    The Haiphong incident was a violent 1946 clash between French colonial forces and Vietnamese nationalists in the port city of Haiphong that escalated tensions and helped trigger the First Indochina War.
  • 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: 2012 Scarborough Shoal standoff
Triple: [Scarborough Reef, hasEvent, 2012 Scarborough Shoal standoff]
Generated description
The 2012 Scarborough Shoal standoff was a tense maritime confrontation between China and the Philippines over fishing rights and territorial claims in the South China Sea, marking a major flashpoint in regional geopolitics.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: 2012 Scarborough Shoal standoff
Target entity description: The 2012 Scarborough Shoal standoff was a tense maritime confrontation between China and the Philippines over fishing rights and territorial claims in the South China Sea, marking a major flashpoint in regional geopolitics.
  • A. Battle of the South China Sea
    The Battle of the South China Sea was a World War II naval engagement in 1945 in which Japanese forces under Admiral Jisaburō Ozawa clashed with Allied naval and air units in the waters off Southeast Asia.
  • B. Lahad Datu standoff
    The Lahad Datu standoff was a 2013 armed incursion and subsequent security crisis in Sabah, Malaysia, involving militants from the southern Philippines and resulting in a major Malaysian military and police operation.
  • C. 2017 Doklam standoff
    The 2017 Doklam standoff was a military confrontation between India and China near the tri-junction with Bhutan, sparked by Chinese road construction in the disputed Doklam plateau and resulting in a tense but ultimately non-violent resolution after several weeks.
  • D. Battle of the Paracel Islands
    The Battle of the Paracel Islands was a 1974 naval clash between China and South Vietnam that resulted in Chinese control over the disputed Paracel archipelago in the South China Sea.
  • E. Haiphong incident
    The Haiphong incident was a violent 1946 clash between French colonial forces and Vietnamese nationalists in the port city of Haiphong that escalated tensions and helped trigger the First Indochina War.
  • 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_69d81c573f288190aa2403d484fa3d49 completed April 9, 2026, 9:38 p.m.
NER Named-entity recognition batch_69de02250f4881908d5193b3d5d25844 completed April 14, 2026, 9 a.m.
NED1 Entity disambiguation (via context triple) batch_69f7a8606dbc8190b0f7c38583986141 completed May 3, 2026, 7:56 p.m.
NEDg Description generation batch_69f7ac4f847c8190ab8be535e5399c79 completed May 3, 2026, 8:13 p.m.
NED2 Entity disambiguation (via description) batch_69f7acdf70f8819092700c7b6b619d13 completed May 3, 2026, 8:15 p.m.
Created at: April 9, 2026, 10:09 p.m.