Triple
T7942242
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | AECOM |
E184417
|
entity |
| Predicate | foundedBy |
P104
|
FINISHED |
| Object |
Richard G. Newman
Richard G. Newman is an American engineer and business executive best known as the founding leader and former CEO of the global infrastructure and engineering firm AECOM.
|
E744441
|
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: Richard G. Newman | Statement: [AECOM, foundedBy, Richard G. Newman]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Richard G. Newman Context triple: [AECOM, foundedBy, Richard G. Newman]
-
A.
Robert Newman
Robert Newman was a British impresario best known for initiating the orchestral concert series that evolved into the BBC Proms.
-
B.
Robert Newman
Robert Newman is an American actor best known for his long-running role as Josh Lewis on the soap opera "Guiding Light."
-
C.
Robert Newman
Robert Newman was an American engineer and entrepreneur best known as a co-founder of the influential technology and research firm Bolt Beranek and Newman (BBN).
-
D.
Joseph M. Newman
Joseph M. Newman was an American film director and assistant director active in Hollywood’s studio era, known for his work on both major feature films and early science fiction cinema.
-
E.
David A. Newman
David A. Newman is a screenwriter known for co-writing the hit romantic comedy film "Think Like a Man," adapted from Steve Harvey’s bestselling book.
- 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: Richard G. Newman Triple: [AECOM, foundedBy, Richard G. Newman]
Generated description
Richard G. Newman is an American engineer and business executive best known as the founding leader and former CEO of the global infrastructure and engineering firm AECOM.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Richard G. Newman Target entity description: Richard G. Newman is an American engineer and business executive best known as the founding leader and former CEO of the global infrastructure and engineering firm AECOM.
-
A.
Robert Newman
Robert Newman was a British impresario best known for initiating the orchestral concert series that evolved into the BBC Proms.
-
B.
Robert Newman
Robert Newman is an American actor best known for his long-running role as Josh Lewis on the soap opera "Guiding Light."
-
C.
Robert Newman
Robert Newman was an American engineer and entrepreneur best known as a co-founder of the influential technology and research firm Bolt Beranek and Newman (BBN).
-
D.
Joseph M. Newman
Joseph M. Newman was an American film director and assistant director active in Hollywood’s studio era, known for his work on both major feature films and early science fiction cinema.
-
E.
David A. Newman
David A. Newman is a screenwriter known for co-writing the hit romantic comedy film "Think Like a Man," adapted from Steve Harvey’s bestselling book.
- 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_69ca8291c2008190b1b8832c87814bcf |
completed | March 30, 2026, 2:02 p.m. |
| NER | Named-entity recognition | batch_69cb3b0c16b8819093c5d1719cd65ee3 |
completed | March 31, 2026, 3:10 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cea7d3587881909539a7bea05e328a |
completed | April 2, 2026, 5:30 p.m. |
| NEDg | Description generation | batch_69cea994f0ac819092fb34a0f2357611 |
completed | April 2, 2026, 5:38 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ceaa4c7ba08190be86cccc3a857656 |
completed | April 2, 2026, 5:41 p.m. |
Created at: March 30, 2026, 5:09 p.m.