Triple
T11992699
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Liesel Matthews |
E285446
|
entity |
| Predicate | coFounderOf |
P104
|
FINISHED |
| Object |
Blue Haven Initiative
Blue Haven Initiative is an impact investment firm and family office that allocates capital to generate both financial returns and positive social and environmental outcomes.
|
E958578
|
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: Blue Haven Initiative | Statement: [Liesel Matthews, coFounderOf, Blue Haven Initiative]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Blue Haven Initiative Context triple: [Liesel Matthews, coFounderOf, Blue Haven Initiative]
-
A.
Mission Blue
Mission Blue is a marine conservation organization led by oceanographer Sylvia Earle that works to protect critical ocean areas known as "Hope Spots" worldwide.
-
B.
Ulupono Initiative
Ulupono Initiative is a Hawaii-based impact investment and philanthropic organization focused on advancing local sustainability in areas like renewable energy, local food production, and waste reduction.
-
C.
Blue Frontier Campaign
Blue Frontier Campaign is a U.S.-based ocean conservation organization focused on protecting marine ecosystems and promoting sustainable ocean policies through advocacy, education, and grassroots activism.
-
D.
The Initiative
The Initiative is a Santa Monica–based Xbox Game Studios first-party development team known for working on high-end, narrative-driven AAA games such as the reboot of Perfect Dark.
-
E.
Red Sea Project
The Red Sea Project is a major Saudi Arabian luxury tourism and sustainable development initiative transforming a vast stretch of Red Sea coastline into a high-end global destination as part of the country’s economic diversification efforts.
- 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: Blue Haven Initiative Triple: [Liesel Matthews, coFounderOf, Blue Haven Initiative]
Generated description
Blue Haven Initiative is an impact investment firm and family office that allocates capital to generate both financial returns and positive social and environmental outcomes.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Blue Haven Initiative Target entity description: Blue Haven Initiative is an impact investment firm and family office that allocates capital to generate both financial returns and positive social and environmental outcomes.
-
A.
Mission Blue
Mission Blue is a marine conservation organization led by oceanographer Sylvia Earle that works to protect critical ocean areas known as "Hope Spots" worldwide.
-
B.
Ulupono Initiative
Ulupono Initiative is a Hawaii-based impact investment and philanthropic organization focused on advancing local sustainability in areas like renewable energy, local food production, and waste reduction.
-
C.
Blue Frontier Campaign
Blue Frontier Campaign is a U.S.-based ocean conservation organization focused on protecting marine ecosystems and promoting sustainable ocean policies through advocacy, education, and grassroots activism.
-
D.
The Initiative
The Initiative is a Santa Monica–based Xbox Game Studios first-party development team known for working on high-end, narrative-driven AAA games such as the reboot of Perfect Dark.
-
E.
Red Sea Project
The Red Sea Project is a major Saudi Arabian luxury tourism and sustainable development initiative transforming a vast stretch of Red Sea coastline into a high-end global destination as part of the country’s economic diversification efforts.
- 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_69d6ab44a77c8190a652f4b27164e4ef |
completed | April 8, 2026, 7:23 p.m. |
| NER | Named-entity recognition | batch_69d903b11ac481909866b611380792e7 |
completed | April 10, 2026, 2:05 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f4726696dc8190bf2a7aa43cb08b19 |
completed | May 1, 2026, 9:29 a.m. |
| NEDg | Description generation | batch_69f47b7d4ef081908f7f87d90c00d9ed |
completed | May 1, 2026, 10:07 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69f47de8c9e48190af01918c9cd94c7d |
completed | May 1, 2026, 10:18 a.m. |
Created at: April 8, 2026, 9:46 p.m.