Triple

T96623
Position Surface form Disambiguated ID Type / Status
Subject Marco Polo Bridge Incident E1945 entity
Predicate combatant P375 FINISHED
Object 29th Route Army of the National Revolutionary Army
The 29th Route Army of the National Revolutionary Army was a Chinese military formation best known for its frontline role resisting Japanese forces at the outset of the Second Sino-Japanese War.
E15798 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: 29th Route Army of the National Revolutionary Army | Statement: [Marco Polo Bridge Incident, combatant, 29th Route Army of the National Revolutionary Army]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: 29th Route Army of the National Revolutionary Army
Context triple: [Marco Polo Bridge Incident, combatant, 29th Route Army of the National Revolutionary Army]
  • A. New Fourth Army
    The New Fourth Army was a major Chinese Communist guerrilla force that fought against Japanese occupation and Nationalist rivals during the Second Sino-Japanese War and Chinese Civil War.
  • B. Japanese Kwantung Army
    The Japanese Kwantung Army was a powerful and aggressive Imperial Japanese Army group stationed in Manchuria that played a central role in Japan’s expansionist campaigns in East Asia before and during World War II.
  • C. People's Liberation Army
    The People's Liberation Army is the unified military organization of the People's Republic of China and the armed wing of the Chinese Communist Party, encompassing its land, sea, air, rocket, and strategic support forces.
  • D. Romanian 3rd Army
    The Romanian 3rd Army was a major field army of Romania that fought on the Eastern Front in World War II, most notably suffering devastating losses while defending the flanks of the German 6th Army at Stalingrad.
  • E. Soviet 62nd Army
    The Soviet 62nd Army was a Red Army field formation renowned for its pivotal and stubborn defense of Stalingrad during World War II, which played a crucial role in turning the tide on the Eastern Front.
  • 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: 29th Route Army of the National Revolutionary Army
Triple: [Marco Polo Bridge Incident, combatant, 29th Route Army of the National Revolutionary Army]
Generated description
The 29th Route Army of the National Revolutionary Army was a Chinese military formation best known for its frontline role resisting Japanese forces at the outset of the Second Sino-Japanese War.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: 29th Route Army of the National Revolutionary Army
Target entity description: The 29th Route Army of the National Revolutionary Army was a Chinese military formation best known for its frontline role resisting Japanese forces at the outset of the Second Sino-Japanese War.
  • A. New Fourth Army
    The New Fourth Army was a major Chinese Communist guerrilla force that fought against Japanese occupation and Nationalist rivals during the Second Sino-Japanese War and Chinese Civil War.
  • B. Japanese Kwantung Army
    The Japanese Kwantung Army was a powerful and aggressive Imperial Japanese Army group stationed in Manchuria that played a central role in Japan’s expansionist campaigns in East Asia before and during World War II.
  • C. People's Liberation Army
    The People's Liberation Army is the unified military organization of the People's Republic of China and the armed wing of the Chinese Communist Party, encompassing its land, sea, air, rocket, and strategic support forces.
  • D. Romanian 3rd Army
    The Romanian 3rd Army was a major field army of Romania that fought on the Eastern Front in World War II, most notably suffering devastating losses while defending the flanks of the German 6th Army at Stalingrad.
  • E. Soviet 62nd Army
    The Soviet 62nd Army was a Red Army field formation renowned for its pivotal and stubborn defense of Stalingrad during World War II, which played a crucial role in turning the tide on the Eastern Front.
  • 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_69a24d4862f881908cc8b89d3a78031d completed Feb. 28, 2026, 2:04 a.m.
NER Named-entity recognition batch_69a24fd5cecc8190aca5fb4c4fe91a19 completed Feb. 28, 2026, 2:15 a.m.
NED1 Entity disambiguation (via context triple) batch_69a2b014ab2c8190bcef8382280932dc completed Feb. 28, 2026, 9:06 a.m.
NEDg Description generation batch_69a2b0bd233c81908f3595abdfa51666 completed Feb. 28, 2026, 9:09 a.m.
NED2 Entity disambiguation (via description) batch_69a2b122a168819088be9e5455a1aac1 completed Feb. 28, 2026, 9:10 a.m.
Created at: Feb. 28, 2026, 2:09 a.m.