Triple
T27173490
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | 2020 Democratic Party presidential primaries |
E682980
|
entity |
| Predicate | hasMajorOpponent |
P69393
|
FINISHED |
| Object |
Andrew Yang
Andrew Yang is an American entrepreneur and political commentator who gained national prominence during the 2020 Democratic presidential primaries for his advocacy of universal basic income and tech-focused economic policies.
|
E1760299
|
NE FINISHED |
How this triple was built (2 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: Andrew Yang | Statement: [2020 Democratic Party presidential primaries, hasMajorOpponent, Andrew Yang]
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: Andrew Yang Triple: [2020 Democratic Party presidential primaries, hasMajorOpponent, Andrew Yang]
Generated description
Andrew Yang is an American entrepreneur and political commentator who gained national prominence during the 2020 Democratic presidential primaries for his advocacy of universal basic income and tech-focused economic policies.
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_69eefad086808190ab89816c0c300476 |
completed | April 27, 2026, 5:57 a.m. |
| NER | Named-entity recognition | batch_69fde1d15a2c8190a6beb3a2ce867f0c |
completed | May 8, 2026, 1:14 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a125388d6a0819092971a404f7992c5 |
completed | May 24, 2026, 1:25 a.m. |
| NEDg | Description generation | batch_6a12546f814881908c806a1805b7473d |
completed | May 24, 2026, 1:29 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a125512eb608190b958f82af3475535 |
completed | May 24, 2026, 1:32 a.m. |
Created at: April 27, 2026, 9:24 a.m.