Triple
T1290571
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | HOK Group |
E27535
|
entity |
| Predicate | formerDivisionSpunOffAs |
P7736
|
FINISHED |
| Object | Populous |
E4792
|
NE FINISHED |
How this triple was built (3 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: Populous | Statement: [HOK Group, formerDivisionSpunOffAs, Populous]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Populous Context triple: [HOK Group, formerDivisionSpunOffAs, Populous]
-
A.
Populous
chosen
Populous is a global architecture and design firm renowned for creating major sports stadiums, arenas, and large-scale event venues.
-
B.
Zakros
Zakros is an important Minoan archaeological site on the eastern coast of Crete, known for the remains of a palace complex and its role in Bronze Age trade.
-
C.
Garden of Heroes
Garden of Heroes is a commemorative park and memorial site in Missolonghi, Greece, honoring fighters and philhellenes of the Greek War of Independence.
-
D.
Province 5
Province 5 is one of the administrative provinces of Nepal, located in the western part of the country and known for its diverse geography and cultural heritage.
-
E.
New World
The New World refers to the Western Hemisphere, especially the Americas, as distinguished from the Old World of Europe, Asia, and Africa.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: formerDivisionSpunOffAs Context triple: [HOK Group, formerDivisionSpunOffAs, Populous]
-
A.
hasFormerDivision
Indicates that an entity previously had another entity as one of its internal divisions or sub-units, but no longer does.
-
B.
divisionFormedFrom
Indicates that an organizational division was created by splitting off from or being reorganized out of another existing entity.
-
C.
relatedDivision
Indicates that there is an organizational or structural association between two divisions, such as being counterparts, partners, or otherwise linked within a broader entity.
-
D.
divisionRenamedTo
Indicates that an organizational division has changed its name to a new specified name.
-
E.
spinOff
chosen
Indicates that a new entity is created by separating or divesting part of an existing entity, forming an independent offshoot derived from the original.
- F. None of above.
Provenance (4 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_69a496d4ec448190ad653b2590c46711 |
completed | March 1, 2026, 7:43 p.m. |
| NER | Named-entity recognition | batch_69a4c0d6af908190ade9c481cc6f0ad8 |
completed | March 1, 2026, 10:42 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69acbf221180819082fc982b043d1085 |
completed | March 8, 2026, 12:13 a.m. |
| PD | Predicate disambiguation | batch_69a4bee41ca08190b0ad6f7ea40c0b62 |
completed | March 1, 2026, 10:34 p.m. |
Created at: March 1, 2026, 7:51 p.m.