Triple
T2928881
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | James Marape |
E78911
|
entity |
| Predicate | memberOfPoliticalParty |
P10
|
FINISHED |
| Object |
Pangu Party
Pangu Party is a major political party in Papua New Guinea known for its central role in the country’s post-independence politics and governance.
|
E312300
|
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: Pangu Party | Statement: [James Marape, memberOfPoliticalParty, Pangu Party]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Pangu Party Context triple: [James Marape, memberOfPoliticalParty, Pangu Party]
-
A.
Piipaash
Piipaash are a Native American people of the lower Colorado River region, closely related to the Maricopa and known for their distinct language and cultural traditions.
-
B.
Pocomania
Pocomania is a Jamaican Afro-Christian religious movement known for its spirit possession rituals, drumming, and syncretic blend of African-derived practices with Christian beliefs.
-
C.
Upstart
Upstart is an event-based init daemon developed for Linux systems to manage services and system startup and shutdown.
-
D.
Province 5
Province 5 is one of the administrative provinces of Nepal, located in the western part of the country and known for its diverse geography and cultural heritage.
-
E.
Padgate
Padgate is a residential suburb situated within the town of Warrington in Cheshire, England.
- 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: Pangu Party Triple: [James Marape, memberOfPoliticalParty, Pangu Party]
Generated description
Pangu Party is a major political party in Papua New Guinea known for its central role in the country’s post-independence politics and governance.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Pangu Party Target entity description: Pangu Party is a major political party in Papua New Guinea known for its central role in the country’s post-independence politics and governance.
-
A.
Piipaash
Piipaash are a Native American people of the lower Colorado River region, closely related to the Maricopa and known for their distinct language and cultural traditions.
-
B.
Pocomania
Pocomania is a Jamaican Afro-Christian religious movement known for its spirit possession rituals, drumming, and syncretic blend of African-derived practices with Christian beliefs.
-
C.
Upstart
Upstart is an event-based init daemon developed for Linux systems to manage services and system startup and shutdown.
-
D.
Province 5
Province 5 is one of the administrative provinces of Nepal, located in the western part of the country and known for its diverse geography and cultural heritage.
-
E.
Padgate
Padgate is a residential suburb situated within the town of Warrington in Cheshire, England.
- 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_69ad8b0d40b481908bc2a5fa2e73c3fb |
completed | March 8, 2026, 2:43 p.m. |
| NER | Named-entity recognition | batch_69ad98002da4819098d6448eebcafad4 |
completed | March 8, 2026, 3:38 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b0866c24c88190af6c5246b5c78c70 |
completed | March 10, 2026, 9 p.m. |
| NEDg | Description generation | batch_69b0d55128fc8190919354199e4c21bf |
completed | March 11, 2026, 2:37 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b0d5f35adc81909af0a7cafbeb92de |
completed | March 11, 2026, 2:39 a.m. |
Created at: March 8, 2026, 2:55 p.m.