Triple
T1670766
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | WSP Global |
E36118
|
entity |
| Predicate | acquired |
P2511
|
FINISHED |
| Object |
Golder Associates
Golder Associates is a global consulting firm specializing in earth, environment, and energy services, known for its expertise in geotechnical engineering and environmental consulting.
|
E188376
|
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: Golder Associates | Statement: [WSP Global, acquired, Golder Associates]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Golder Associates Context triple: [WSP Global, acquired, Golder Associates]
-
A.
Kirkegaard Associates
Kirkegaard Associates is an acoustical consulting firm renowned for designing the sound environments of prominent performance spaces and concert halls worldwide.
-
B.
Rockwell Group
Rockwell Group is a renowned New York–based architecture and design firm known for its innovative, experience-driven projects across hospitality, entertainment, and cultural spaces worldwide.
-
C.
Foster Associates
Foster Associates is the renowned architectural practice established by British architect Norman Foster, known for its innovative, high-tech modernist designs.
-
D.
Frank Russell Company
Frank Russell Company is a global financial services firm best known for creating and maintaining widely used stock market indexes and providing investment management and advisory services.
-
E.
PGI & Associates
PGI & Associates was the original company that later became Cerner, a major U.S.-based health information technology corporation.
- 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: Golder Associates Triple: [WSP Global, acquired, Golder Associates]
Generated description
Golder Associates is a global consulting firm specializing in earth, environment, and energy services, known for its expertise in geotechnical engineering and environmental consulting.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Golder Associates Target entity description: Golder Associates is a global consulting firm specializing in earth, environment, and energy services, known for its expertise in geotechnical engineering and environmental consulting.
-
A.
Kirkegaard Associates
Kirkegaard Associates is an acoustical consulting firm renowned for designing the sound environments of prominent performance spaces and concert halls worldwide.
-
B.
Rockwell Group
Rockwell Group is a renowned New York–based architecture and design firm known for its innovative, experience-driven projects across hospitality, entertainment, and cultural spaces worldwide.
-
C.
Foster Associates
Foster Associates is the renowned architectural practice established by British architect Norman Foster, known for its innovative, high-tech modernist designs.
-
D.
Frank Russell Company
Frank Russell Company is a global financial services firm best known for creating and maintaining widely used stock market indexes and providing investment management and advisory services.
-
E.
PGI & Associates
PGI & Associates was the original company that later became Cerner, a major U.S.-based health information technology corporation.
- 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_69a8861286808190939afff3ce8ee31e |
completed | March 4, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69aa624285bc8190a763e99e548a3294 |
completed | March 6, 2026, 5:12 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ad683461ec8190b442054443c472b3 |
completed | March 8, 2026, 12:14 p.m. |
| NEDg | Description generation | batch_69ad693c04bc8190acc3566472a773f7 |
completed | March 8, 2026, 12:19 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ad69b46fe88190a4dc1568cabc69b6 |
completed | March 8, 2026, 12:21 p.m. |
Created at: March 4, 2026, 7:29 p.m.