Triple

T14208920
Position Surface form Disambiguated ID Type / Status
Subject Guantao County E352173 entity
Predicate locatedNear P294 FINISHED
Object Hebei–Shandong border
The Hebei–Shandong border is the provincial boundary in northern China that separates Hebei Province from Shandong Province, running through a mix of agricultural plains, towns, and transport corridors.
E1085782 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: Hebei–Shandong border | Statement: [Guantao County, locatedNear, Hebei–Shandong border]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Hebei–Shandong border
Context triple: [Guantao County, locatedNear, Hebei–Shandong border]
  • A. Shanxi–Henan border
    The Shanxi–Henan border is the provincial boundary in north-central China separating Shanxi and Henan, historically significant as a corridor for trade and cultural exchange.
  • B. Sichuan–Yunnan border
    The Sichuan–Yunnan border is the mountainous provincial boundary in southwest China separating Sichuan and Yunnan, known for its rugged terrain, seismic activity, and ethnically diverse communities.
  • C. Henan–Shaanxi border region
    The Henan–Shaanxi border region is a historically significant area in central China where the provinces of Henan and Shaanxi meet, characterized by important river valleys, transport routes, and cultural exchange.
  • D. Zhao–Qin frontier
    The Zhao–Qin frontier was the contested border region between the Warring States of Zhao and Qin in ancient China, serving as a key strategic zone and frequent battleground during their protracted conflicts.
  • E. Guizhou–Yunnan border
    The Guizhou–Yunnan border is the provincial boundary in southwestern China separating Guizhou and Yunnan, characterized by mountainous terrain and ethnically diverse communities.
  • 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: Hebei–Shandong border
Triple: [Guantao County, locatedNear, Hebei–Shandong border]
Generated description
The Hebei–Shandong border is the provincial boundary in northern China that separates Hebei Province from Shandong Province, running through a mix of agricultural plains, towns, and transport corridors.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Hebei–Shandong border
Target entity description: The Hebei–Shandong border is the provincial boundary in northern China that separates Hebei Province from Shandong Province, running through a mix of agricultural plains, towns, and transport corridors.
  • A. Shanxi–Henan border
    The Shanxi–Henan border is the provincial boundary in north-central China separating Shanxi and Henan, historically significant as a corridor for trade and cultural exchange.
  • B. Sichuan–Yunnan border
    The Sichuan–Yunnan border is the mountainous provincial boundary in southwest China separating Sichuan and Yunnan, known for its rugged terrain, seismic activity, and ethnically diverse communities.
  • C. Henan–Shaanxi border region
    The Henan–Shaanxi border region is a historically significant area in central China where the provinces of Henan and Shaanxi meet, characterized by important river valleys, transport routes, and cultural exchange.
  • D. Zhao–Qin frontier
    The Zhao–Qin frontier was the contested border region between the Warring States of Zhao and Qin in ancient China, serving as a key strategic zone and frequent battleground during their protracted conflicts.
  • E. Guizhou–Yunnan border
    The Guizhou–Yunnan border is the provincial boundary in southwestern China separating Guizhou and Yunnan, characterized by mountainous terrain and ethnically diverse communities.
  • 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_69d8278a06e481908b5d6af0a8afe737 completed April 9, 2026, 10:26 p.m.
NER Named-entity recognition batch_69de61fa8d24819092a8ec5d34c1c799 completed April 14, 2026, 3:49 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd19557f908190abb3dc116676f215 completed May 7, 2026, 10:59 p.m.
NEDg Description generation batch_69fd1b198c6c81909b71a51a39711754 completed May 7, 2026, 11:07 p.m.
NED2 Entity disambiguation (via description) batch_69fd1bb585448190bc3393304980b808 completed May 7, 2026, 11:09 p.m.
Created at: April 10, 2026, 1:05 a.m.