Triple
T12413498
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Government of Surabaya |
E296576
|
entity |
| Predicate | hasDepartment |
P35
|
FINISHED |
| Object |
transportation department of Surabaya
The transportation department of Surabaya is the municipal agency responsible for planning, regulating, and managing the city’s transportation systems and traffic infrastructure.
|
E981168
|
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: transportation department of Surabaya | Statement: [Government of Surabaya, hasDepartment, transportation department of Surabaya]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: transportation department of Surabaya Context triple: [Government of Surabaya, hasDepartment, transportation department of Surabaya]
-
A.
Government of Surabaya
The Government of Surabaya is the municipal authority responsible for administering Indonesia’s second-largest city, overseeing public services, urban development, and the preservation of key historical sites.
-
B.
Ministry of Transportation of Indonesia
The Ministry of Transportation of Indonesia is the government body responsible for formulating and implementing national policies on transportation systems, infrastructure, and regulation across the country.
-
C.
Jabodetabek Transportation Management Agency
The Jabodetabek Transportation Management Agency is a government body responsible for coordinating and managing integrated transportation planning and policies across the Greater Jakarta metropolitan area in Indonesia.
-
D.
Department of Transport, Uttar Pradesh
The Department of Transport, Uttar Pradesh is the state government agency responsible for formulating and implementing transport policies, regulating road transport services, and overseeing vehicle registration and licensing across Uttar Pradesh.
-
E.
Jakarta BRT (TransJakarta)
Jakarta BRT (TransJakarta) is a bus rapid transit system in Indonesia’s capital that uses dedicated lanes and high-capacity buses to provide mass public transportation across the city.
- 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: transportation department of Surabaya Triple: [Government of Surabaya, hasDepartment, transportation department of Surabaya]
Generated description
The transportation department of Surabaya is the municipal agency responsible for planning, regulating, and managing the city’s transportation systems and traffic infrastructure.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: transportation department of Surabaya Target entity description: The transportation department of Surabaya is the municipal agency responsible for planning, regulating, and managing the city’s transportation systems and traffic infrastructure.
-
A.
Government of Surabaya
The Government of Surabaya is the municipal authority responsible for administering Indonesia’s second-largest city, overseeing public services, urban development, and the preservation of key historical sites.
-
B.
Ministry of Transportation of Indonesia
The Ministry of Transportation of Indonesia is the government body responsible for formulating and implementing national policies on transportation systems, infrastructure, and regulation across the country.
-
C.
Jabodetabek Transportation Management Agency
The Jabodetabek Transportation Management Agency is a government body responsible for coordinating and managing integrated transportation planning and policies across the Greater Jakarta metropolitan area in Indonesia.
-
D.
Department of Transport, Uttar Pradesh
The Department of Transport, Uttar Pradesh is the state government agency responsible for formulating and implementing transport policies, regulating road transport services, and overseeing vehicle registration and licensing across Uttar Pradesh.
-
E.
Jakarta BRT (TransJakarta)
Jakarta BRT (TransJakarta) is a bus rapid transit system in Indonesia’s capital that uses dedicated lanes and high-capacity buses to provide mass public transportation across the city.
- 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_69d6ad9f464c81909db36d7e96e34b9e |
completed | April 8, 2026, 7:33 p.m. |
| NER | Named-entity recognition | batch_69d94d6b0f9c8190813b6fe3f97570ac |
completed | April 10, 2026, 7:20 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f6348ccaf88190aeb0dfb7fe1d8dec |
completed | May 2, 2026, 5:29 p.m. |
| NEDg | Description generation | batch_69f635997b088190b6207fcac5594eb2 |
completed | May 2, 2026, 5:34 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f636d9e13881908d3d08c6cf954304 |
completed | May 2, 2026, 5:39 p.m. |
Created at: April 8, 2026, 9:55 p.m.