Triple
T13144526
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | People’s National Congress |
E312301
|
entity |
| Predicate | hasNotableMember |
P304
|
FINISHED |
| Object |
Nick Kuman
Nick Kuman is a Papua New Guinean politician and member of the People’s National Congress party who has served in the National Parliament and held ministerial roles.
|
E1024237
|
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: Nick Kuman | Statement: [People’s National Congress, hasNotableMember, Nick Kuman]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Nick Kuman Context triple: [People’s National Congress, hasNotableMember, Nick Kuman]
-
A.
Bill Neukom
Bill Neukom is an American lawyer and philanthropist best known as Microsoft’s former chief legal officer and a former managing general partner of the San Francisco Giants.
-
B.
Nick Kelson
Nick Kelson is the protagonist of the film "American Heart," around whom the story’s emotional and dramatic arc revolves.
-
C.
Andy Kamman
Andy Kamman is a drummer and session musician known for his work in country music, including contributions to Dwight Yoakam’s recordings.
-
D.
Nick Clemons
Nick Clemons is an American musician and singer-songwriter, best known as the son of legendary E Street Band saxophonist Clarence Clemons and for leading his own rock and soul projects.
-
E.
Andy Jurgensen
Andy Jurgensen is a film editor known for his work on acclaimed movies such as Licorice Pizza.
- 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: Nick Kuman Triple: [People’s National Congress, hasNotableMember, Nick Kuman]
Generated description
Nick Kuman is a Papua New Guinean politician and member of the People’s National Congress party who has served in the National Parliament and held ministerial roles.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Nick Kuman Target entity description: Nick Kuman is a Papua New Guinean politician and member of the People’s National Congress party who has served in the National Parliament and held ministerial roles.
-
A.
Bill Neukom
Bill Neukom is an American lawyer and philanthropist best known as Microsoft’s former chief legal officer and a former managing general partner of the San Francisco Giants.
-
B.
Nick Kelson
Nick Kelson is the protagonist of the film "American Heart," around whom the story’s emotional and dramatic arc revolves.
-
C.
Andy Kamman
Andy Kamman is a drummer and session musician known for his work in country music, including contributions to Dwight Yoakam’s recordings.
-
D.
Nick Clemons
Nick Clemons is an American musician and singer-songwriter, best known as the son of legendary E Street Band saxophonist Clarence Clemons and for leading his own rock and soul projects.
-
E.
Andy Jurgensen
Andy Jurgensen is a film editor known for his work on acclaimed movies such as Licorice Pizza.
- 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_69d806aabde48190899e13e41659cae5 |
completed | April 9, 2026, 8:06 p.m. |
| NER | Named-entity recognition | batch_69d98bcf6d0c819081d078f33e4bdedc |
completed | April 10, 2026, 11:46 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f6eae675508190991ce5902768c45a |
completed | May 3, 2026, 6:27 a.m. |
| NEDg | Description generation | batch_69f6ebb1cd208190970ad8c21e852d93 |
completed | May 3, 2026, 6:31 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69f6ec48035881909342b57c061a22a9 |
completed | May 3, 2026, 6:33 a.m. |
Created at: April 9, 2026, 9:10 p.m.