Triple
T16658775
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Xiangshan Hiking Trail |
E404802
|
entity |
| Predicate | managedBy |
P86
|
FINISHED |
| Object |
Taipei City Government (parks or related department)
Taipei City Government’s parks department is the municipal agency responsible for planning, maintaining, and managing Taipei’s public parks, green spaces, and recreational trails.
|
E1225688
|
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: Taipei City Government (parks or related department) | Statement: [Xiangshan Hiking Trail, managedBy, Taipei City Government (parks or related department)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Taipei City Government (parks or related department) Context triple: [Xiangshan Hiking Trail, managedBy, Taipei City Government (parks or related department)]
-
A.
Department of Environmental Protection, Taipei City Government
The Department of Environmental Protection, Taipei City Government is the municipal agency responsible for formulating and enforcing environmental policies, pollution control, and ecological conservation within Taipei City.
-
B.
Police Department, Taipei City Government
The Police Department of the Taipei City Government is the primary law enforcement agency responsible for maintaining public order, safety, and crime prevention throughout Taipei City, Taiwan.
-
C.
Department of Information and Tourism, Taipei City Government
The Department of Information and Tourism, Taipei City Government is the municipal agency responsible for Taipei’s public communications, branding, and tourism development and promotion.
-
D.
Department of Urban Development, Taipei City Government
The Department of Urban Development, Taipei City Government is the municipal agency responsible for planning, regulating, and guiding Taipei’s urban growth, land use, and cityscape development.
-
E.
Department of Cultural Affairs, Taipei City Government
The Department of Cultural Affairs, Taipei City Government is the municipal agency responsible for planning, promoting, and managing cultural policies, arts, and heritage preservation in Taipei.
- 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: Taipei City Government (parks or related department) Triple: [Xiangshan Hiking Trail, managedBy, Taipei City Government (parks or related department)]
Generated description
Taipei City Government’s parks department is the municipal agency responsible for planning, maintaining, and managing Taipei’s public parks, green spaces, and recreational trails.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Taipei City Government (parks or related department) Target entity description: Taipei City Government’s parks department is the municipal agency responsible for planning, maintaining, and managing Taipei’s public parks, green spaces, and recreational trails.
-
A.
Department of Environmental Protection, Taipei City Government
The Department of Environmental Protection, Taipei City Government is the municipal agency responsible for formulating and enforcing environmental policies, pollution control, and ecological conservation within Taipei City.
-
B.
Police Department, Taipei City Government
The Police Department of the Taipei City Government is the primary law enforcement agency responsible for maintaining public order, safety, and crime prevention throughout Taipei City, Taiwan.
-
C.
Department of Information and Tourism, Taipei City Government
The Department of Information and Tourism, Taipei City Government is the municipal agency responsible for Taipei’s public communications, branding, and tourism development and promotion.
-
D.
Department of Urban Development, Taipei City Government
The Department of Urban Development, Taipei City Government is the municipal agency responsible for planning, regulating, and guiding Taipei’s urban growth, land use, and cityscape development.
-
E.
Department of Cultural Affairs, Taipei City Government
The Department of Cultural Affairs, Taipei City Government is the municipal agency responsible for planning, promoting, and managing cultural policies, arts, and heritage preservation in Taipei.
- 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_69d8838b5fbc81908c6575c132b82e80 |
completed | April 10, 2026, 4:58 a.m. |
| NER | Named-entity recognition | batch_69e37bfcbb6881909c0419174dd017dc |
completed | April 18, 2026, 12:41 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0084ccbc888190816cdf0ea67b0a90 |
completed | May 10, 2026, 1:14 p.m. |
| NEDg | Description generation | batch_6a008576b0bc81909fdf0b7d26f4c2c1 |
completed | May 10, 2026, 1:17 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0085e4b6ec81908383085ff08f0dce |
completed | May 10, 2026, 1:19 p.m. |
Created at: April 10, 2026, 5:18 a.m.