Triple

T10958698
Position Surface form Disambiguated ID Type / Status
Subject International Islamic University Malaysia E258909 entity
Predicate campus P269 FINISHED
Object Gambang, Pahang
Gambang, Pahang is a town in Malaysia known for hosting a campus of the International Islamic University Malaysia and serving as an educational and residential hub in the state of Pahang.
 E896733 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: Gambang, Pahang | Statement: [International Islamic University Malaysia, campus, Gambang, Pahang]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Gambang, Pahang
Context triple: [International Islamic University Malaysia, campus, Gambang, Pahang]
  • A. Kangar, Perlis
    Kangar, Perlis is the small capital town of Malaysia’s northernmost state of Perlis, serving as its main administrative and commercial center.
  • B. Dungun
    Dungun is a coastal town in the state of Terengganu, Malaysia, known historically for fishing and nearby iron ore mining activities.
  • C. Temerloh
    Temerloh is a town in central Pahang, Malaysia, known as a regional commercial hub and gateway to the state's interior.
  • D. Sitiawan, Perak
    Sitiawan, Perak is a coastal town in the Manjung District of Perak, Malaysia, known historically for its Chinese settler communities and as a gateway to the nearby Pangkor Island.
  • E. Semenyih
    Semenyih is a rapidly developing town in the state of Selangor, Malaysia, known for its residential growth, educational institutions, and proximity to Kuala Lumpur within the greater Klang Valley region.
  • 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: Gambang, Pahang
Triple: [International Islamic University Malaysia, campus, Gambang, Pahang]
Generated description
Gambang, Pahang is a town in Malaysia known for hosting a campus of the International Islamic University Malaysia and serving as an educational and residential hub in the state of Pahang.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Gambang, Pahang
Target entity description: Gambang, Pahang is a town in Malaysia known for hosting a campus of the International Islamic University Malaysia and serving as an educational and residential hub in the state of Pahang.
  • A. Kangar, Perlis
    Kangar, Perlis is the small capital town of Malaysia’s northernmost state of Perlis, serving as its main administrative and commercial center.
  • B. Dungun
    Dungun is a coastal town in the state of Terengganu, Malaysia, known historically for fishing and nearby iron ore mining activities.
  • C. Temerloh
    Temerloh is a town in central Pahang, Malaysia, known as a regional commercial hub and gateway to the state's interior.
  • D. Sitiawan, Perak
    Sitiawan, Perak is a coastal town in the Manjung District of Perak, Malaysia, known historically for its Chinese settler communities and as a gateway to the nearby Pangkor Island.
  • E. Semenyih
    Semenyih is a rapidly developing town in the state of Selangor, Malaysia, known for its residential growth, educational institutions, and proximity to Kuala Lumpur within the greater Klang Valley region.
  • 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_69d6aa88500c819097d7032ca578e74f completed April 8, 2026, 7:20 p.m.
NER Named-entity recognition batch_69d77126d9288190aa5daf2ba83d731d completed April 9, 2026, 9:28 a.m.
NED1 Entity disambiguation (via context triple) batch_69e2d751e8e081908f31ab2d82105c3c completed April 18, 2026, 12:58 a.m.
NEDg Description generation batch_69e2ff1ddd2c8190b31f5007f7492a4e completed April 18, 2026, 3:48 a.m.
NED2 Entity disambiguation (via description) batch_69e3260494bc81909e3dd4829697fb72 completed April 18, 2026, 6:34 a.m.
Created at: April 8, 2026, 9:23 p.m.