Triple
T23270927
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Central District |
E588285
|
entity |
| Predicate | containsSubDistrict |
P109794
|
FINISHED |
| Object |
Mahalapye Subdistrict
Mahalapye Subdistrict is an administrative subdivision in Botswana’s Central District, centered around the town of Mahalapye and its surrounding communities.
|
E1577197
|
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: Mahalapye Subdistrict | Statement: [Central District, containsSubDistrict, Mahalapye Subdistrict]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Mahalapye Subdistrict Context triple: [Central District, containsSubDistrict, Mahalapye Subdistrict]
-
A.
Xili Subdistrict
Xili Subdistrict is an urban administrative area in Nanshan District of Shenzhen, China, known for its residential communities, educational institutions, and proximity to major technology and industrial zones.
-
B.
Dahua Subdistrict
Dahua Subdistrict is an urban administrative division located within Baoshan District in Shanghai, China.
-
C.
Kengzi Subdistrict
Kengzi Subdistrict is an administrative subdivision of Longgang District in Shenzhen, Guangdong Province, China, known for its mix of residential communities and industrial development.
-
D.
Lugu Subdistrict
Lugu Subdistrict is an urban administrative division within Changsha, Hunan Province, known for its role in the development of the local high-tech and industrial zones.
-
E.
Dalang Subdistrict
Dalang Subdistrict is an urban administrative area within Longhua District of Shenzhen, China, known for its rapid development and concentration of residential and industrial zones.
- 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: Mahalapye Subdistrict Triple: [Central District, containsSubDistrict, Mahalapye Subdistrict]
Generated description
Mahalapye Subdistrict is an administrative subdivision in Botswana’s Central District, centered around the town of Mahalapye and its surrounding communities.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Mahalapye Subdistrict Target entity description: Mahalapye Subdistrict is an administrative subdivision in Botswana’s Central District, centered around the town of Mahalapye and its surrounding communities.
-
A.
Xili Subdistrict
Xili Subdistrict is an urban administrative area in Nanshan District of Shenzhen, China, known for its residential communities, educational institutions, and proximity to major technology and industrial zones.
-
B.
Dahua Subdistrict
Dahua Subdistrict is an urban administrative division located within Baoshan District in Shanghai, China.
-
C.
Kengzi Subdistrict
Kengzi Subdistrict is an administrative subdivision of Longgang District in Shenzhen, Guangdong Province, China, known for its mix of residential communities and industrial development.
-
D.
Lugu Subdistrict
Lugu Subdistrict is an urban administrative division within Changsha, Hunan Province, known for its role in the development of the local high-tech and industrial zones.
-
E.
Dalang Subdistrict
Dalang Subdistrict is an urban administrative area within Longhua District of Shenzhen, China, known for its rapid development and concentration of residential and industrial zones.
- 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_69e25d148adc819088efbf42672604e9 |
completed | April 17, 2026, 4:17 p.m. |
| NER | Named-entity recognition | batch_69f1957418fc819085ee528622e0c6de |
completed | April 29, 2026, 5:21 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0c3f7797a481909c56589d1d3292ea |
completed | May 19, 2026, 10:46 a.m. |
| NEDg | Description generation | batch_6a0c40297d3c8190b366b60cec3dbbf8 |
completed | May 19, 2026, 10:49 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0c40ffd67481908931ffc2d91fb02b |
completed | May 19, 2026, 10:52 a.m. |
Created at: April 17, 2026, 4:45 p.m.