Triple
T8071259
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Louis Berger |
E188377
|
entity |
| Predicate | foundedBy |
P104
|
FINISHED |
| Object | Louis Berger (engineer) |
E188377
|
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: Louis Berger (engineer) | Statement: [Louis Berger, foundedBy, Louis Berger (engineer)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Louis Berger (engineer) Context triple: [Louis Berger, foundedBy, Louis Berger (engineer)]
-
A.
Louis Berger
chosen
Louis Berger was a global professional services engineering and consulting firm known for its infrastructure, development, and environmental projects worldwide.
-
B.
Walter P. Moore
Walter P. Moore was a prominent American structural engineer known for pioneering work on large-span sports facilities and innovative stadium designs.
-
C.
Jacques Gréber
Jacques Gréber was a French architect and urban planner known for his influential city plans and monumental civic designs in both Europe and North America.
-
D.
Pierre Perrault
Pierre Perrault was a 17th-century French lawyer and hydrologist best known for his pioneering work on the origins of springs and the water cycle.
-
E.
Donald Deskey
Donald Deskey was an influential American industrial and interior designer best known for his pioneering Art Deco work, including the iconic interiors of New York’s Radio City Music Hall.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
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_69ca82b50c708190863f661d438e68df |
completed | March 30, 2026, 2:03 p.m. |
| NER | Named-entity recognition | batch_69cb4046a2148190a584e33bcf53cf22 |
completed | March 31, 2026, 3:32 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cc63e9225c8190bb196d9c325bb85e |
completed | April 1, 2026, 12:16 a.m. |
Created at: March 30, 2026, 5:27 p.m.