Triple

T8179255
Position Surface form Disambiguated ID Type / Status
Subject Jalur Gemilang E191017 entity
Predicate designerEmployer P81282 FINISHED
Object Public Works Department of Johor
The Public Works Department of Johor is a state government agency in Johor, Malaysia, responsible for planning, constructing, and maintaining public infrastructure and facilities.
E716514 NE FINISHED

How this triple was built (5 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 Johor | Statement: [Jalur Gemilang, designerEmployer, Public Works Department of Johor]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Public Works Department of Johor
Context triple: [Jalur Gemilang, designerEmployer, Public Works Department of Johor]
  • A. Public Works Department of Singapore
    The Public Works Department of Singapore was a former government agency responsible for designing, constructing, and maintaining key public buildings and infrastructure across the country.
  • B. Johor state authorities
    Johor state authorities are the governmental bodies of the Malaysian state of Johor responsible for administering and managing state affairs, including the protection and regulation of its marine and coastal reserves.
  • C. Malaysian Highway Authority
    The Malaysian Highway Authority is a government agency responsible for overseeing, regulating, and managing Malaysia’s expressway network and toll highway concessions.
  • D. Ipoh City Council
    Ipoh City Council is the local government authority responsible for administering and managing municipal services and development in the city of Ipoh, Malaysia.
  • E. Johor Bahru District
    Johor Bahru District is an administrative district in the state of Johor, Malaysia, encompassing the city of Johor Bahru and its surrounding areas.
  • 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 Johor
Triple: [Jalur Gemilang, designerEmployer, Public Works Department of Johor]
Generated description
The Public Works Department of Johor is a state government agency in Johor, Malaysia, responsible for planning, constructing, and maintaining public infrastructure and facilities.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Public Works Department of Johor
Target entity description: The Public Works Department of Johor is a state government agency in Johor, Malaysia, responsible for planning, constructing, and maintaining public infrastructure and facilities.
  • A. Public Works Department of Singapore
    The Public Works Department of Singapore was a former government agency responsible for designing, constructing, and maintaining key public buildings and infrastructure across the country.
  • B. Johor state authorities
    Johor state authorities are the governmental bodies of the Malaysian state of Johor responsible for administering and managing state affairs, including the protection and regulation of its marine and coastal reserves.
  • C. Malaysian Highway Authority
    The Malaysian Highway Authority is a government agency responsible for overseeing, regulating, and managing Malaysia’s expressway network and toll highway concessions.
  • D. Ipoh City Council
    Ipoh City Council is the local government authority responsible for administering and managing municipal services and development in the city of Ipoh, Malaysia.
  • E. Johor Bahru District
    Johor Bahru District is an administrative district in the state of Johor, Malaysia, encompassing the city of Johor Bahru and its surrounding areas.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: designerEmployer
Context triple: [Jalur Gemilang, designerEmployer, Public Works Department of Johor]
  • A. designerOccupation
    Indicates that one entity serves as the professional designer or design specialist for another entity.
  • B. architectEmployed
    Indicates that an architect is employed by a particular organization, firm, or individual.
  • C. developerOfWork
    Indicates that one entity is the creator or producer responsible for making or developing a particular work.
  • D. employerIn
    Indicates that one entity serves as the employer of another within a specified context, such as a location, organization, or time period.
  • E. designersInclude
    Indicates that a collection, group, or set has one or more designers as its members or components.
  • F. None of above. chosen

Provenance (7 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_69ca82c4538081909404325aa5639483 completed March 30, 2026, 2:03 p.m.
NER Named-entity recognition batch_69cb4abd9768819091298e4dd995ac96 completed March 31, 2026, 4:17 a.m.
NED1 Entity disambiguation (via context triple) batch_69ccbf7f02d08190a6cedc37b64a0d9e completed April 1, 2026, 6:47 a.m.
NEDg Description generation batch_69ccc315132c8190bb0ad49232ccc3b8 completed April 1, 2026, 7:02 a.m.
NED2 Entity disambiguation (via description) batch_69ccd85aa2888190bd167148b21a3f93 completed April 1, 2026, 8:33 a.m.
PD Predicate disambiguation batch_69cb36a7952481908f34e3e82f375a84 completed March 31, 2026, 2:51 a.m.
PDg Predicate description generation batch_69cb45503eec8190aeef0da6c3324710 completed March 31, 2026, 3:53 a.m.
Created at: March 30, 2026, 5:40 p.m.