Triple

T819889
Position Surface form Disambiguated ID Type / Status
Subject Battle of Heartbreak Ridge E17728 entity
Predicate alsoKnownAs P39 FINISHED
Object Battle of Wendengli
The Battle of Wendengli, better known as the Battle of Heartbreak Ridge, was a major and grueling Korean War engagement between United Nations and North Korean/Chinese forces in 1951.
E108644 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: Battle of Wendengli | Statement: [Battle of Heartbreak Ridge, alsoKnownAs, Battle of Wendengli]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Battle of Wendengli
Context triple: [Battle of Heartbreak Ridge, alsoKnownAs, Battle of Wendengli]
  • A. Battle of Nibeiwa
    The Battle of Nibeiwa was a key early World War II engagement in December 1940 in Egypt, where British and Commonwealth forces launched a successful surprise attack against Italian camps, helping to initiate the collapse of Italian positions in North Africa.
  • B. Battle of Changde
    The Battle of Changde was a major World War II clash in 1943 between Chinese and Japanese forces in Hunan province, notable for intense urban combat, heavy casualties, and the use of chemical weapons by Japan.
  • C. Battle of Seonghwan
    The Battle of Seonghwan was an early land engagement in 1894 during the First Sino-Japanese War in which Japanese forces defeated Chinese troops near Asan in Korea, helping secure Japanese control over the Korean Peninsula.
  • D. Battle of Pyongyang
    The Battle of Pyongyang was a major 1894 land engagement in Korea during the First Sino-Japanese War, where Japanese forces decisively defeated Qing Chinese troops, helping to secure Japanese control over the Korean Peninsula.
  • E. Battle of Pungdo
    The Battle of Pungdo was a pivotal 1894 naval engagement between Japan and China near Korea that helped trigger full-scale hostilities in the First Sino-Japanese War and showcased the rising power of the Imperial Japanese Navy.
  • 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: Battle of Wendengli
Triple: [Battle of Heartbreak Ridge, alsoKnownAs, Battle of Wendengli]
Generated description
The Battle of Wendengli, better known as the Battle of Heartbreak Ridge, was a major and grueling Korean War engagement between United Nations and North Korean/Chinese forces in 1951.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Battle of Wendengli
Target entity description: The Battle of Wendengli, better known as the Battle of Heartbreak Ridge, was a major and grueling Korean War engagement between United Nations and North Korean/Chinese forces in 1951.
  • A. Battle of Nibeiwa
    The Battle of Nibeiwa was a key early World War II engagement in December 1940 in Egypt, where British and Commonwealth forces launched a successful surprise attack against Italian camps, helping to initiate the collapse of Italian positions in North Africa.
  • B. Battle of Changde
    The Battle of Changde was a major World War II clash in 1943 between Chinese and Japanese forces in Hunan province, notable for intense urban combat, heavy casualties, and the use of chemical weapons by Japan.
  • C. Battle of Seonghwan
    The Battle of Seonghwan was an early land engagement in 1894 during the First Sino-Japanese War in which Japanese forces defeated Chinese troops near Asan in Korea, helping secure Japanese control over the Korean Peninsula.
  • D. Battle of Pyongyang
    The Battle of Pyongyang was a major 1894 land engagement in Korea during the First Sino-Japanese War, where Japanese forces decisively defeated Qing Chinese troops, helping to secure Japanese control over the Korean Peninsula.
  • E. Battle of Pungdo
    The Battle of Pungdo was a pivotal 1894 naval engagement between Japan and China near Korea that helped trigger full-scale hostilities in the First Sino-Japanese War and showcased the rising power of the Imperial Japanese Navy.
  • 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_69a4937bcaac8190a322524ac6f45a5a completed March 1, 2026, 7:28 p.m.
NER Named-entity recognition batch_69a4ab6698d881908d8c5d91259f97ec completed March 1, 2026, 9:11 p.m.
NED1 Entity disambiguation (via context triple) batch_69a7cf4f602481908f9c399063a605b9 completed March 4, 2026, 6:21 a.m.
NEDg Description generation batch_69a7d057255c8190be090aef2a690ad7 completed March 4, 2026, 6:25 a.m.
NED2 Entity disambiguation (via description) batch_69a7d0b60f6881908060455f4a9b4ec6 completed March 4, 2026, 6:27 a.m.
Created at: March 1, 2026, 7:38 p.m.