Triple
T5247232
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Valkenburg |
E118491
|
entity |
| Predicate | locatedIn |
P40
|
FINISHED |
| Object | Randstad region |
E33858
|
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: Randstad region | Statement: [Valkenburg, locatedIn, Randstad region]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Randstad region Context triple: [Valkenburg, locatedIn, Randstad region]
-
A.
Randstad metropolitan region
chosen
The Randstad metropolitan region is a densely populated urban area in the western Netherlands that includes major cities such as Amsterdam, Rotterdam, The Hague, and Utrecht, forming the country’s primary economic and cultural hub.
-
B.
Randstad area (periphery)
The Randstad area (periphery) is the outer, more rural and small-town zone surrounding the densely urbanized Randstad conurbation in the western Netherlands.
-
C.
ManpowerGroup
ManpowerGroup is a global workforce solutions and staffing services company that provides recruitment, talent management, and outsourcing services to businesses worldwide.
-
D.
Concordia region
The Concordia region is a famous confluence of major glaciers in Pakistan’s Karakoram range, serving as a key staging area for expeditions to K2, Gasherbrum I, and other high peaks.
-
E.
Western Recruiting Region
The Western Recruiting Region is the United States Marine Corps organizational command responsible for overseeing recruiting operations across the western portion of the country.
- 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_69bd4468aacc8190a8196f71855cdf4f |
completed | March 20, 2026, 12:58 p.m. |
| NER | Named-entity recognition | batch_69bd7b5320748190bcf3be4b6c364f92 |
completed | March 20, 2026, 4:52 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69befe68e1148190b2e3cc1f9e49dbbf |
completed | March 21, 2026, 8:24 p.m. |
Created at: March 20, 2026, 1:50 p.m.