Triple
T16295628
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Marshall Aerospace |
E395638
|
entity |
| Predicate | parentOrganization |
P254
|
FINISHED |
| Object |
Marshall of Cambridge Holdings
Marshall of Cambridge Holdings is a British family-owned holding company with diverse interests in aerospace, defense, and automotive businesses.
|
E1205895
|
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: Marshall of Cambridge Holdings | Statement: [Marshall Aerospace, parentOrganization, Marshall of Cambridge Holdings]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Marshall of Cambridge Holdings Context triple: [Marshall Aerospace, parentOrganization, Marshall of Cambridge Holdings]
-
A.
Portman Holdings
Portman Holdings is a real estate development and investment firm known for creating and managing large-scale mixed-use and hospitality properties worldwide.
-
B.
Camelot Group
Camelot Group is a British company best known for operating major lottery games, including the UK National Lottery and EuroMillions.
-
C.
Kingsmill Group
Kingsmill Group is the former name for the Kingsmill Islands, a cluster of atolls in the central Pacific Ocean that are now part of Kiribati’s Gilbert Islands.
-
D.
Shaftesbury PLC
Shaftesbury PLC is a British real estate investment trust specializing in owning and managing retail, leisure, and residential properties in central London’s West End.
-
E.
John Fairfax Holdings Limited
John Fairfax Holdings Limited was a major Australian media company that owned prominent newspapers, magazines, and digital media assets before rebranding as Fairfax Media.
- 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: Marshall of Cambridge Holdings Triple: [Marshall Aerospace, parentOrganization, Marshall of Cambridge Holdings]
Generated description
Marshall of Cambridge Holdings is a British family-owned holding company with diverse interests in aerospace, defense, and automotive businesses.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Marshall of Cambridge Holdings Target entity description: Marshall of Cambridge Holdings is a British family-owned holding company with diverse interests in aerospace, defense, and automotive businesses.
-
A.
Portman Holdings
Portman Holdings is a real estate development and investment firm known for creating and managing large-scale mixed-use and hospitality properties worldwide.
-
B.
Camelot Group
Camelot Group is a British company best known for operating major lottery games, including the UK National Lottery and EuroMillions.
-
C.
Kingsmill Group
Kingsmill Group is the former name for the Kingsmill Islands, a cluster of atolls in the central Pacific Ocean that are now part of Kiribati’s Gilbert Islands.
-
D.
Shaftesbury PLC
Shaftesbury PLC is a British real estate investment trust specializing in owning and managing retail, leisure, and residential properties in central London’s West End.
-
E.
John Fairfax Holdings Limited
John Fairfax Holdings Limited was a major Australian media company that owned prominent newspapers, magazines, and digital media assets before rebranding as Fairfax Media.
- 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_69d87f22c7248190a54c949738441e2e |
completed | April 10, 2026, 4:40 a.m. |
| NER | Named-entity recognition | batch_69e25e2d08108190bab1b3325923af1d |
completed | April 17, 2026, 4:22 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a001f9b42248190a3c8c2647a42aeb9 |
completed | May 10, 2026, 6:03 a.m. |
| NEDg | Description generation | batch_6a0021e42c6481909c7cb0c2ed63ab27 |
completed | May 10, 2026, 6:12 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a00223de3888190a0d5d81af1fa4de2 |
completed | May 10, 2026, 6:14 a.m. |
Created at: April 10, 2026, 5:06 a.m.