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.