Triple
T23194849
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Dongguan municipal government |
E579845
|
entity |
| Predicate | hasBranch |
P35
|
FINISHED |
| Object |
Dongguan Municipal Ecology and Environment Bureau
The Dongguan Municipal Ecology and Environment Bureau is the local government agency responsible for environmental protection, pollution control, and ecological management within Dongguan City.
|
E1573499
|
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: Dongguan Municipal Ecology and Environment Bureau | Statement: [Dongguan municipal government, hasBranch, Dongguan Municipal Ecology and Environment Bureau]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Dongguan Municipal Ecology and Environment Bureau Context triple: [Dongguan municipal government, hasBranch, Dongguan Municipal Ecology and Environment Bureau]
-
A.
Guangzhou Municipal Ecology and Environment Bureau
The Guangzhou Municipal Ecology and Environment Bureau is the city-level government agency responsible for formulating and enforcing environmental protection and ecological conservation policies in Guangzhou, China.
-
B.
Guangdong Provincial Department of Ecology and Environment
The Guangdong Provincial Department of Ecology and Environment is the provincial government agency responsible for formulating and enforcing environmental protection and ecological conservation policies in Guangdong, China.
-
C.
Shenzhen Ecology and Environment Bureau
The Shenzhen Ecology and Environment Bureau is a municipal government agency responsible for formulating and enforcing environmental protection policies, monitoring ecological conditions, and promoting sustainable development in Shenzhen, China.
-
D.
Dongguan municipal government
The Dongguan municipal government is the local administrative authority responsible for governing the prefecture-level city of Dongguan in Guangdong Province, China.
-
E.
Guangdong Provincial Department of Housing and Urban-Rural Development
The Guangdong Provincial Department of Housing and Urban-Rural Development is a provincial government agency responsible for formulating and implementing policies on housing, urban and rural construction, and related infrastructure within Guangdong Province, China.
- 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: Dongguan Municipal Ecology and Environment Bureau Triple: [Dongguan municipal government, hasBranch, Dongguan Municipal Ecology and Environment Bureau]
Generated description
The Dongguan Municipal Ecology and Environment Bureau is the local government agency responsible for environmental protection, pollution control, and ecological management within Dongguan City.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Dongguan Municipal Ecology and Environment Bureau Target entity description: The Dongguan Municipal Ecology and Environment Bureau is the local government agency responsible for environmental protection, pollution control, and ecological management within Dongguan City.
-
A.
Guangzhou Municipal Ecology and Environment Bureau
The Guangzhou Municipal Ecology and Environment Bureau is the city-level government agency responsible for formulating and enforcing environmental protection and ecological conservation policies in Guangzhou, China.
-
B.
Guangdong Provincial Department of Ecology and Environment
The Guangdong Provincial Department of Ecology and Environment is the provincial government agency responsible for formulating and enforcing environmental protection and ecological conservation policies in Guangdong, China.
-
C.
Shenzhen Ecology and Environment Bureau
The Shenzhen Ecology and Environment Bureau is a municipal government agency responsible for formulating and enforcing environmental protection policies, monitoring ecological conditions, and promoting sustainable development in Shenzhen, China.
-
D.
Dongguan municipal government
The Dongguan municipal government is the local administrative authority responsible for governing the prefecture-level city of Dongguan in Guangdong Province, China.
-
E.
Guangdong Provincial Department of Housing and Urban-Rural Development
The Guangdong Provincial Department of Housing and Urban-Rural Development is a provincial government agency responsible for formulating and implementing policies on housing, urban and rural construction, and related infrastructure within Guangdong Province, China.
- 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_69e24600eed08190bd7e5295653a1503 |
completed | April 17, 2026, 2:38 p.m. |
| NER | Named-entity recognition | batch_69f18fda64cc8190aeb5ccd8d8d20858 |
completed | April 29, 2026, 4:58 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0c30bcb5d4819088b89ef3aa187791 |
completed | May 19, 2026, 9:43 a.m. |
| NEDg | Description generation | batch_6a0c3283a77081908369f2b8cb78c781 |
completed | May 19, 2026, 9:50 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0c331f08248190a6fa671734fca280 |
completed | May 19, 2026, 9:53 a.m. |
Created at: April 17, 2026, 4:06 p.m.