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.