Triple
T7619198
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Freeman Fox & Partners |
E172443
|
entity |
| Predicate | successor |
P78
|
FINISHED |
| Object |
Hyder Consulting
Hyder Consulting was a multinational engineering, design, and advisory firm known for its work on major infrastructure and construction projects worldwide.
|
E676388
|
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: Hyder Consulting | Statement: [Freeman Fox & Partners, successor, Hyder Consulting]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hyder Consulting Context triple: [Freeman Fox & Partners, successor, Hyder Consulting]
-
A.
Archgroup Consultants
Archgroup Consultants is an architectural firm known for designing major high-rise and hospitality projects in Dubai, including landmark luxury hotels.
-
B.
Doxiadis Associates
Doxiadis Associates was an influential Greek architectural and urban planning firm founded by Constantinos A. Doxiadis, known for its large-scale planning projects and the development of the theory of Ekistics.
-
C.
Leverage Consulting & Associates
Leverage Consulting & Associates is a fictional private consulting and problem-solving firm featured in the TV series "Leverage," known for orchestrating elaborate cons to help clients against corrupt individuals and organizations.
-
D.
Omrania and Associates
Omrania and Associates is a Saudi-based architectural and engineering firm known for designing prominent modern landmarks and large-scale urban projects in the Middle East.
-
E.
Parish-Hadley Associates
Parish-Hadley Associates was a highly influential American interior design firm renowned for shaping 20th-century high-society and traditional interior aesthetics.
- 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: Hyder Consulting Triple: [Freeman Fox & Partners, successor, Hyder Consulting]
Generated description
Hyder Consulting was a multinational engineering, design, and advisory firm known for its work on major infrastructure and construction projects worldwide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Hyder Consulting Target entity description: Hyder Consulting was a multinational engineering, design, and advisory firm known for its work on major infrastructure and construction projects worldwide.
-
A.
Archgroup Consultants
Archgroup Consultants is an architectural firm known for designing major high-rise and hospitality projects in Dubai, including landmark luxury hotels.
-
B.
Doxiadis Associates
Doxiadis Associates was an influential Greek architectural and urban planning firm founded by Constantinos A. Doxiadis, known for its large-scale planning projects and the development of the theory of Ekistics.
-
C.
Leverage Consulting & Associates
Leverage Consulting & Associates is a fictional private consulting and problem-solving firm featured in the TV series "Leverage," known for orchestrating elaborate cons to help clients against corrupt individuals and organizations.
-
D.
Omrania and Associates
Omrania and Associates is a Saudi-based architectural and engineering firm known for designing prominent modern landmarks and large-scale urban projects in the Middle East.
-
E.
Parish-Hadley Associates
Parish-Hadley Associates was a highly influential American interior design firm renowned for shaping 20th-century high-society and traditional interior aesthetics.
- 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_69c699506b308190826894dab1d9ea86 |
completed | March 27, 2026, 2:50 p.m. |
| NER | Named-entity recognition | batch_69c6fa6148a88190be5150313fe23e7b |
completed | March 27, 2026, 9:45 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c86874d5e48190a07c48f667fb8f6e |
completed | March 28, 2026, 11:47 p.m. |
| NEDg | Description generation | batch_69c868d21b688190ba2f6ad849f4bde5 |
completed | March 28, 2026, 11:48 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c869d14ae08190b2742af3878333e6 |
completed | March 28, 2026, 11:52 p.m. |
Created at: March 27, 2026, 3:55 p.m.