Triple

T16815115
Position Surface form Disambiguated ID Type / Status
Subject Seongnam E408723 entity
Predicate hasPlannedNewTown P17383 FINISHED
Object Bundang
Bundang is a major planned residential and commercial district in Seongnam, South Korea, known as one of the country’s first and largest new town developments.
E1234950 NE FINISHED

How this triple was built (5 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: Bundang | Statement: [Seongnam, hasPlannedNewTown, Bundang]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Bundang
Context triple: [Seongnam, hasPlannedNewTown, Bundang]
  • A. Billeekh River
    The Billeekh River is a lesser-known river in Siberia that serves as a tributary within the Olenyok River basin in northern Russia.
  • B. Addalam River
    The Addalam River is a significant waterway in the Cagayan Valley region of the Philippines, contributing to local agriculture, ecosystems, and communities.
  • C. Hangbu River
    The Hangbu River is a significant river in eastern China that serves as one of the main tributaries feeding into Chaohu Lake in Anhui Province.
  • D. Eluanbi
    Eluanbi is a scenic cape at Taiwan’s southernmost tip, known for its historic lighthouse and coastal landscapes within Kenting National Park.
  • E. Rawa River
    The Rawa River is a small urban waterway in southern Poland that flows through the industrial city of Katowice in the Silesian region.
  • 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: Bundang
Triple: [Seongnam, hasPlannedNewTown, Bundang]
Generated description
Bundang is a major planned residential and commercial district in Seongnam, South Korea, known as one of the country’s first and largest new town developments.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Bundang
Target entity description: Bundang is a major planned residential and commercial district in Seongnam, South Korea, known as one of the country’s first and largest new town developments.
  • A. Billeekh River
    The Billeekh River is a lesser-known river in Siberia that serves as a tributary within the Olenyok River basin in northern Russia.
  • B. Addalam River
    The Addalam River is a significant waterway in the Cagayan Valley region of the Philippines, contributing to local agriculture, ecosystems, and communities.
  • C. Hangbu River
    The Hangbu River is a significant river in eastern China that serves as one of the main tributaries feeding into Chaohu Lake in Anhui Province.
  • D. Eluanbi
    Eluanbi is a scenic cape at Taiwan’s southernmost tip, known for its historic lighthouse and coastal landscapes within Kenting National Park.
  • E. Rawa River
    The Rawa River is a small urban waterway in southern Poland that flows through the industrial city of Katowice in the Silesian region.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: hasPlannedNewTown
Context triple: [Seongnam, hasPlannedNewTown, Bundang]
  • A. hasPlannedCity
    Indicates that an entity has a city that was deliberately designed and constructed according to a prearranged plan.
  • B. isPlannedTown
    Indicates that a town has been deliberately designed and constructed according to a pre-established plan rather than developing organically over time.
  • C. hasNewTown chosen
    Indicates that an entity is associated with, or has established, a newly created town.
  • D. locatedInPlannedTown
    Indicates that an entity is situated within the boundaries of a town that has been deliberately planned or designed rather than having developed organically.
  • E. hasNewTownStatus
    Indicates that an entity has been granted or holds the official status of a newly established town.
  • F. None of above.

Provenance (6 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_69d88394566c8190b3dcbdc72935f7fa completed April 10, 2026, 4:59 a.m.
NER Named-entity recognition batch_69e3b2e0e05081908bd5eaa64abe133d completed April 18, 2026, 4:35 p.m.
NED1 Entity disambiguation (via context triple) batch_6a00b2946ddc81908b1e7c662dc943ff completed May 10, 2026, 4:30 p.m.
NEDg Description generation batch_6a00b3aafac08190b3e0181780f45392 completed May 10, 2026, 4:34 p.m.
NED2 Entity disambiguation (via description) batch_6a00b466ecd08190b7b5ee54476631ab completed May 10, 2026, 4:37 p.m.
PD Predicate disambiguation batch_69e32b814b188190aee525f8779203cd completed April 18, 2026, 6:58 a.m.
Created at: April 10, 2026, 5:23 a.m.