Triple
T9163998
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Muntinlupa |
E219900
|
entity |
| Predicate | hasDistrict |
P459
|
FINISHED |
| Object |
Cupang
Cupang is a barangay (district) of the highly urbanized city of Muntinlupa in Metro Manila, Philippines.
|
E782892
|
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: Cupang | Statement: [Muntinlupa, hasDistrict, Cupang]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Cupang Context triple: [Muntinlupa, hasDistrict, Cupang]
-
A.
Kerewe
The Kerewe are a Bantu-speaking ethnic group primarily living on Ukerewe Island in Lake Victoria in northwestern Tanzania, known for their fishing traditions and distinctive cultural practices.
-
B.
Pulga
Pulga is a small, scenic village in Himachal Pradesh, India, known for its tranquil Himalayan setting and popularity among trekkers and backpackers.
-
C.
Kerang
Kerang is a regional town in north-western Victoria, Australia, known as an agricultural and service hub for the surrounding rural communities.
-
D.
Taroa
Taroa is the main settlement and administrative center of Maloelap Atoll in the Marshall Islands, known historically for its World War II-era Japanese airbase.
-
E.
Boi-ngo
Boi-ngo is a 1987 studio album by American new wave band Oingo Boingo, showcasing their blend of rock, ska, and quirky, theatrical pop.
- 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: Cupang Triple: [Muntinlupa, hasDistrict, Cupang]
Generated description
Cupang is a barangay (district) of the highly urbanized city of Muntinlupa in Metro Manila, Philippines.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Cupang Target entity description: Cupang is a barangay (district) of the highly urbanized city of Muntinlupa in Metro Manila, Philippines.
-
A.
Kerewe
The Kerewe are a Bantu-speaking ethnic group primarily living on Ukerewe Island in Lake Victoria in northwestern Tanzania, known for their fishing traditions and distinctive cultural practices.
-
B.
Pulga
Pulga is a small, scenic village in Himachal Pradesh, India, known for its tranquil Himalayan setting and popularity among trekkers and backpackers.
-
C.
Kerang
Kerang is a regional town in north-western Victoria, Australia, known as an agricultural and service hub for the surrounding rural communities.
-
D.
Taroa
Taroa is the main settlement and administrative center of Maloelap Atoll in the Marshall Islands, known historically for its World War II-era Japanese airbase.
-
E.
Boi-ngo
Boi-ngo is a 1987 studio album by American new wave band Oingo Boingo, showcasing their blend of rock, ska, and quirky, theatrical pop.
- 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_69ca83e3633c81908688a9fa2306ba99 |
completed | March 30, 2026, 2:08 p.m. |
| NER | Named-entity recognition | batch_69ccaa2d6628819084ac4734650fe912 |
completed | April 1, 2026, 5:16 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d0547df750819095853f21cf740c63 |
completed | April 3, 2026, 11:59 p.m. |
| NEDg | Description generation | batch_69d0554fda40819083ef2d13d6fba905 |
completed | April 4, 2026, 12:03 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69d055ca4fc08190b30e1b31ded51189 |
completed | April 4, 2026, 12:05 a.m. |
Created at: March 30, 2026, 7:21 p.m.