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.