Triple
T19786977
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Brown & Root |
E475294
|
entity |
| Predicate | abbreviation |
P43
|
FINISHED |
| Object |
B&R
B&R is a common abbreviation for Brown & Root, a major engineering and construction company historically involved in large-scale industrial and infrastructure projects.
|
E1396019
|
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: B&R | Statement: [Brown & Root, abbreviation, B&R]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: B&R Context triple: [Brown & Root, abbreviation, B&R]
-
A.
B’s
B’s is a common nickname for the Boston Bruins, the historic NHL franchise based in Boston.
-
B.
Bauer Brothers
Bauer Brothers is a business enterprise that employs Allen Bauer, likely a family-owned company associated with the Bauer family.
-
C.
R.Br.
R.Br. is the standard botanical author abbreviation for Robert Brown, a pioneering Scottish botanist known for his work on plant taxonomy and the discovery of Brownian motion.
-
D.
H&BR
H&BR is the abbreviation for the Hull and Barnsley Railway, a former British railway company that operated in Yorkshire, England.
-
E.
H&B
H&B is the abbreviated name of Hillerich & Bradsby Company, a prominent American manufacturer best known for producing Louisville Slugger baseball bats.
- 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: B&R Triple: [Brown & Root, abbreviation, B&R]
Generated description
B&R is a common abbreviation for Brown & Root, a major engineering and construction company historically involved in large-scale industrial and infrastructure projects.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: B&R Target entity description: B&R is a common abbreviation for Brown & Root, a major engineering and construction company historically involved in large-scale industrial and infrastructure projects.
-
A.
B’s
B’s is a common nickname for the Boston Bruins, the historic NHL franchise based in Boston.
-
B.
Bauer Brothers
Bauer Brothers is a business enterprise that employs Allen Bauer, likely a family-owned company associated with the Bauer family.
-
C.
R.Br.
R.Br. is the standard botanical author abbreviation for Robert Brown, a pioneering Scottish botanist known for his work on plant taxonomy and the discovery of Brownian motion.
-
D.
H&BR
H&BR is the abbreviation for the Hull and Barnsley Railway, a former British railway company that operated in Yorkshire, England.
-
E.
H&B
H&B is the abbreviated name of Hillerich & Bradsby Company, a prominent American manufacturer best known for producing Louisville Slugger baseball bats.
- 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_69d8e51b014081908b263e167370529a |
completed | April 10, 2026, 11:55 a.m. |
| NER | Named-entity recognition | batch_69e65389145881909385f36f56cd250b |
completed | April 20, 2026, 4:25 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a07c4fbbdac81909bb56c3bbd80cb92 |
completed | May 16, 2026, 1:14 a.m. |
| NEDg | Description generation | batch_6a07c5aea8948190b6e5bbcea8053478 |
completed | May 16, 2026, 1:17 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a07c6846fb481908e1d5aae2c53a7ba |
completed | May 16, 2026, 1:21 a.m. |
Created at: April 10, 2026, 1:49 p.m.