Triple
T12270583
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Newt Gingrich |
E292458
|
entity |
| Predicate | helpedEngineer |
P76723
|
FINISHED |
| Object | Republican takeover of the U.S. House of Representatives in the 1994 elections |
—
|
LITERAL 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: Republican takeover of the U.S. House of Representatives in the 1994 elections | Statement: [Newt Gingrich, helpedEngineer, Republican takeover of the U.S. House of Representatives in the 1994 elections]
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: helpedEngineer Context triple: [Newt Gingrich, helpedEngineer, Republican takeover of the U.S. House of Representatives in the 1994 elections]
-
A.
laterEngineer
Indicates that one entity becomes an engineer at a later time than another entity.
-
B.
chiefEngineer
Indicates that one entity serves as the primary or lead engineer responsible for overseeing engineering activities for another entity.
-
C.
helpsBuild
chosen
Indicates that one entity assists or contributes to the construction, creation, or development of another entity.
-
D.
hasEngineeringBy
Indicates that something is designed, planned, or constructed by a specified engineer or engineering entity.
-
E.
helpsDesign
Indicates that one entity assists or contributes to another entity’s design or design process.
- F. None of above.
Provenance (3 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_69d6ab6856488190b5d31178d5015f8e |
completed | April 8, 2026, 7:24 p.m. |
| NER | Named-entity recognition | batch_69d9380a5e78819086bd4dfe9a83d1f5 |
completed | April 10, 2026, 5:48 p.m. |
| PD | Predicate disambiguation | batch_69d91c4a66cc819083ce6fcaf5042af6 |
completed | April 10, 2026, 3:50 p.m. |
Created at: April 8, 2026, 9:52 p.m.