Triple
T20714360
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | BAM Construction |
E509129
|
entity |
| Predicate | parentOrganization |
P254
|
FINISHED |
| Object |
Royal BAM Group
Royal BAM Group is a major European construction and civil engineering company based in the Netherlands, known for delivering large-scale infrastructure and building projects.
|
E1446726
|
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: Royal BAM Group | Statement: [BAM Construction, parentOrganization, Royal BAM Group]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Royal BAM Group Context triple: [BAM Construction, parentOrganization, Royal BAM Group]
-
A.
Pelsaert Group
The Pelsaert Group is the southernmost cluster of low-lying coral islands and reefs within Western Australia’s Houtman Abrolhos archipelago, noted for its rich marine biodiversity and historical shipwrecks.
-
B.
Monarchy Enterprises B.V.
Monarchy Enterprises B.V. is a film production company known for financing and producing movies such as the 1997 disaster film "Volcano."
-
C.
HSB Group
HSB Group is a financial services company best known for providing banking and insurance solutions under the HSB brand.
-
D.
Heylen Group
Heylen Group is a Belgian investment and holding company with a diversified portfolio spanning real estate, logistics, and industrial enterprises.
-
E.
Benckiser NV
Benckiser NV was a consumer goods company that later became part of the global household and health products group Reckitt Benckiser.
- 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: Royal BAM Group Triple: [BAM Construction, parentOrganization, Royal BAM Group]
Generated description
Royal BAM Group is a major European construction and civil engineering company based in the Netherlands, known for delivering large-scale infrastructure and building projects.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Royal BAM Group Target entity description: Royal BAM Group is a major European construction and civil engineering company based in the Netherlands, known for delivering large-scale infrastructure and building projects.
-
A.
Pelsaert Group
The Pelsaert Group is the southernmost cluster of low-lying coral islands and reefs within Western Australia’s Houtman Abrolhos archipelago, noted for its rich marine biodiversity and historical shipwrecks.
-
B.
Monarchy Enterprises B.V.
Monarchy Enterprises B.V. is a film production company known for financing and producing movies such as the 1997 disaster film "Volcano."
-
C.
HSB Group
HSB Group is a financial services company best known for providing banking and insurance solutions under the HSB brand.
-
D.
Heylen Group
Heylen Group is a Belgian investment and holding company with a diversified portfolio spanning real estate, logistics, and industrial enterprises.
-
E.
Benckiser NV
Benckiser NV was a consumer goods company that later became part of the global household and health products group Reckitt Benckiser.
- 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_69e0b4c40ad88190b81f77695366d328 |
completed | April 16, 2026, 10:07 a.m. |
| NER | Named-entity recognition | batch_69e6c1d001788190a524a17347f9de67 |
completed | April 21, 2026, 12:16 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a08e05139108190a5f2f3ea5c054d4b |
completed | May 16, 2026, 9:23 p.m. |
| NEDg | Description generation | batch_6a08e1109b788190a90272c46e2e7bf5 |
completed | May 16, 2026, 9:26 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a08e1d668d0819098db655826d4a24a |
completed | May 16, 2026, 9:29 p.m. |
Created at: April 16, 2026, 12:15 p.m.