Triple
T4679971
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Gloria Macapagal Arroyo |
E103774
|
entity |
| Predicate | memberOfPoliticalParty |
P10
|
FINISHED |
| Object |
KAMPI
KAMPI is a Philippine political party closely associated with former President Gloria Macapagal Arroyo and her administration.
|
E461830
|
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: KAMPI | Statement: [Gloria Macapagal Arroyo, memberOfPoliticalParty, KAMPI]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: KAMPI Context triple: [Gloria Macapagal Arroyo, memberOfPoliticalParty, KAMPI]
-
A.
KPAM
KPAM is the ICAO airport code for Tyndall Air Force Base, a United States Air Force installation near Panama City, Florida.
-
B.
Kiamu
Kiamu is a dialect of the Swahili language traditionally spoken in the Lamu (Amu) region of Kenya.
-
C.
Kamkata-vari
Kamkata-vari is an Indo-Iranian (Nuristani) language spoken primarily in parts of Afghanistan and Pakistan, encompassing several closely related dialects including Kamviri.
-
D.
KAN
KAN is the IATA airport code for Mallam Aminu Kano International Airport, a major airport serving Kano in northern Nigeria.
-
E.
Kami
Kami is a Japanese rapper and member of the hip hop duo SaveMoney, known for his energetic style and contributions to Chicago’s alternative rap scene.
- 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: KAMPI Triple: [Gloria Macapagal Arroyo, memberOfPoliticalParty, KAMPI]
Generated description
KAMPI is a Philippine political party closely associated with former President Gloria Macapagal Arroyo and her administration.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: KAMPI Target entity description: KAMPI is a Philippine political party closely associated with former President Gloria Macapagal Arroyo and her administration.
-
A.
KPAM
KPAM is the ICAO airport code for Tyndall Air Force Base, a United States Air Force installation near Panama City, Florida.
-
B.
Kiamu
Kiamu is a dialect of the Swahili language traditionally spoken in the Lamu (Amu) region of Kenya.
-
C.
Kamkata-vari
Kamkata-vari is an Indo-Iranian (Nuristani) language spoken primarily in parts of Afghanistan and Pakistan, encompassing several closely related dialects including Kamviri.
-
D.
KAN
KAN is the IATA airport code for Mallam Aminu Kano International Airport, a major airport serving Kano in northern Nigeria.
-
E.
Kami
Kami is a Japanese rapper and member of the hip hop duo SaveMoney, known for his energetic style and contributions to Chicago’s alternative rap scene.
- 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_69bd43dda32c8190938b37744ca270fc |
completed | March 20, 2026, 12:55 p.m. |
| NER | Named-entity recognition | batch_69bd636c105081908655ab384f539f38 |
completed | March 20, 2026, 3:10 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69be03a8b7a88190bfc4f68438694995 |
completed | March 21, 2026, 2:34 a.m. |
| NEDg | Description generation | batch_69be0440e7c881908743b7af9b2fa347 |
completed | March 21, 2026, 2:36 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69be04e0f1b08190b3e617150e34648c |
completed | March 21, 2026, 2:39 a.m. |
Created at: March 20, 2026, 1:16 p.m.