Triple
T12117434
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Keningau |
E288600
|
entity |
| Predicate | hasHealthcareFacility |
P12416
|
FINISHED |
| Object |
Keningau Hospital
Keningau Hospital is a government district hospital serving the healthcare needs of the population in and around Keningau, Sabah, Malaysia.
|
E962644
|
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: Keningau Hospital | Statement: [Keningau, hasHealthcareFacility, Keningau Hospital]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Keningau Hospital Context triple: [Keningau, hasHealthcareFacility, Keningau Hospital]
-
A.
Ampang Hospital
Ampang Hospital is a major public healthcare facility serving the population of Ampang Jaya and surrounding areas in Selangor, Malaysia.
-
B.
Subang Jaya Medical Centre
Subang Jaya Medical Centre is a major private tertiary care hospital in Malaysia known for its comprehensive medical services and advanced healthcare facilities.
-
C.
Tungaru Central Hospital
Tungaru Central Hospital is the main referral and largest public hospital in Kiribati, providing comprehensive medical services to the population of South Tarawa and the outer islands.
-
D.
Fatmawati Central General Hospital
Fatmawati Central General Hospital is a major public hospital in Jakarta, Indonesia, named in honor of Fatmawati, the country's first First Lady.
-
E.
Lorengau General Hospital
Lorengau General Hospital is the main public healthcare facility serving the town of Lorengau and surrounding communities on Manus Island in Papua New Guinea.
- 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: Keningau Hospital Triple: [Keningau, hasHealthcareFacility, Keningau Hospital]
Generated description
Keningau Hospital is a government district hospital serving the healthcare needs of the population in and around Keningau, Sabah, Malaysia.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Keningau Hospital Target entity description: Keningau Hospital is a government district hospital serving the healthcare needs of the population in and around Keningau, Sabah, Malaysia.
-
A.
Ampang Hospital
Ampang Hospital is a major public healthcare facility serving the population of Ampang Jaya and surrounding areas in Selangor, Malaysia.
-
B.
Subang Jaya Medical Centre
Subang Jaya Medical Centre is a major private tertiary care hospital in Malaysia known for its comprehensive medical services and advanced healthcare facilities.
-
C.
Tungaru Central Hospital
Tungaru Central Hospital is the main referral and largest public hospital in Kiribati, providing comprehensive medical services to the population of South Tarawa and the outer islands.
-
D.
Fatmawati Central General Hospital
Fatmawati Central General Hospital is a major public hospital in Jakarta, Indonesia, named in honor of Fatmawati, the country's first First Lady.
-
E.
Lorengau General Hospital
Lorengau General Hospital is the main public healthcare facility serving the town of Lorengau and surrounding communities on Manus Island in Papua New Guinea.
- 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_69d6ab4a5c448190a110d1273314b21a |
completed | April 8, 2026, 7:23 p.m. |
| NER | Named-entity recognition | batch_69d915760d208190b68f5e024b3676ba |
completed | April 10, 2026, 3:21 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f5f682397c819085a86a98e079660b |
completed | May 2, 2026, 1:05 p.m. |
| NEDg | Description generation | batch_69f5fdea1afc8190b39557fdc571e300 |
completed | May 2, 2026, 1:36 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f5feeeeb2081908191b1c2d1c2fbfd |
completed | May 2, 2026, 1:41 p.m. |
Created at: April 8, 2026, 9:49 p.m.