Triple

T12413495
Position Surface form Disambiguated ID Type / Status
Subject Government of Surabaya E296576 entity
Predicate hasDepartment P35 FINISHED
Object public works department of Surabaya
The public works department of Surabaya is the municipal agency responsible for planning, building, and maintaining the city’s infrastructure, including roads, drainage, and public facilities.
E296576 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: public works department of Surabaya | Statement: [Government of Surabaya, hasDepartment, public works department of Surabaya]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: public works department of Surabaya
Context triple: [Government of Surabaya, hasDepartment, public works 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. Provincial Government of East Java
    The Provincial Government of East Java is the regional authority responsible for administering Indonesia’s East Java province, overseeing public services, development, and governance across its cities and regencies.
  • C. Indonesian Ministry of Public Works and Housing
    The Indonesian Ministry of Public Works and Housing is a government ministry responsible for national infrastructure development, including roads, water resources, and public housing across Indonesia.
  • D. Department of Public Works, Uttar Pradesh
    The Department of Public Works, Uttar Pradesh is the state government agency responsible for planning, constructing, and maintaining public infrastructure such as roads and government buildings across Uttar Pradesh.
  • E. Ministry of Manpower of Indonesia
    The Ministry of Manpower of Indonesia is the government body responsible for formulating and implementing national policies on employment, labor relations, and workforce protection in Indonesia.
  • 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: public works department of Surabaya
Triple: [Government of Surabaya, hasDepartment, public works department of Surabaya]
Generated description
The public works department of Surabaya is the municipal agency responsible for planning, building, and maintaining the city’s infrastructure, including roads, drainage, and public facilities.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: public works department of Surabaya
Target entity description: The public works department of Surabaya is the municipal agency responsible for planning, building, and maintaining the city’s infrastructure, including roads, drainage, and public facilities.
  • A. Government of Surabaya chosen
    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. Provincial Government of East Java
    The Provincial Government of East Java is the regional authority responsible for administering Indonesia’s East Java province, overseeing public services, development, and governance across its cities and regencies.
  • C. Indonesian Ministry of Public Works and Housing
    The Indonesian Ministry of Public Works and Housing is a government ministry responsible for national infrastructure development, including roads, water resources, and public housing across Indonesia.
  • D. Department of Public Works, Uttar Pradesh
    The Department of Public Works, Uttar Pradesh is the state government agency responsible for planning, constructing, and maintaining public infrastructure such as roads and government buildings across Uttar Pradesh.
  • E. Ministry of Manpower of Indonesia
    The Ministry of Manpower of Indonesia is the government body responsible for formulating and implementing national policies on employment, labor relations, and workforce protection in Indonesia.
  • F. None of above.

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.