Triple
T22143835
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Songpa District |
E547233
|
entity |
| Predicate | hasNotableNeighborhood |
P4813
|
FINISHED |
| Object |
Bangi
Bangi is a residential neighborhood in Seoul, South Korea, located within the city's southeastern Songpa District.
|
E1521993
|
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: Bangi | Statement: [Songpa District, hasNotableNeighborhood, Bangi]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bangi Context triple: [Songpa District, hasNotableNeighborhood, Bangi]
-
A.
Bangi
Bangi is a town in the state of Selangor, Malaysia, known as an educational hub due to the presence of major institutions and research facilities.
-
B.
Dengkil
Dengkil is a town in the Sepang District of Selangor, Malaysia, known for its proximity to Putrajaya and Kuala Lumpur International Airport.
-
C.
Bangi District
Bangi District is an administrative district located within Takhar Province in northeastern Afghanistan.
-
D.
Damansara
Damansara is a prominent township and commercial hub in the Klang Valley region of Selangor, Malaysia, known for its shopping, dining, and residential developments.
-
E.
Bachok
Bachok is a coastal town and district in the Malaysian state of Kelantan, known for its beaches and traditional Malay fishing villages.
- 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: Bangi Triple: [Songpa District, hasNotableNeighborhood, Bangi]
Generated description
Bangi is a residential neighborhood in Seoul, South Korea, located within the city's southeastern Songpa District.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Bangi Target entity description: Bangi is a residential neighborhood in Seoul, South Korea, located within the city's southeastern Songpa District.
-
A.
Bangi
Bangi is a town in the state of Selangor, Malaysia, known as an educational hub due to the presence of major institutions and research facilities.
-
B.
Dengkil
Dengkil is a town in the Sepang District of Selangor, Malaysia, known for its proximity to Putrajaya and Kuala Lumpur International Airport.
-
C.
Bangi District
Bangi District is an administrative district located within Takhar Province in northeastern Afghanistan.
-
D.
Damansara
Damansara is a prominent township and commercial hub in the Klang Valley region of Selangor, Malaysia, known for its shopping, dining, and residential developments.
-
E.
Bachok
Bachok is a coastal town and district in the Malaysian state of Kelantan, known for its beaches and traditional Malay fishing villages.
- 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_69e11e3a95d88190a3bd80d9471976c3 |
completed | April 16, 2026, 5:36 p.m. |
| NER | Named-entity recognition | batch_69f129c045448190b3d189cdb8c0d2fd |
completed | April 28, 2026, 9:42 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0a96fe404481908a6b27dcf1406dfb |
completed | May 18, 2026, 4:35 a.m. |
| NEDg | Description generation | batch_6a0a97e509a88190a7f316cf340d010a |
completed | May 18, 2026, 4:39 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0a987daa208190bab5b7adec1913e8 |
completed | May 18, 2026, 4:41 a.m. |
Created at: April 16, 2026, 8:32 p.m.