Triple
T18298640
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Halo (ringworld) |
E438296
|
entity |
| Predicate | hasTechnology |
P1485
|
FINISHED |
| Object | Forerunner architecture |
—
|
NE NERFINISHED |
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: Forerunner architecture | Statement: [Halo (ringworld), hasTechnology, Forerunner architecture]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Forerunner architecture Context triple: [Halo (ringworld), hasTechnology, Forerunner architecture]
-
A.
S9 Architecture
S9 Architecture is a New York–based design firm known for large-scale urban waterfront and mixed-use developments, including major projects like The Wharf in Washington, D.C.
-
B.
Heptanese architecture
Heptanese architecture is the distinctive building style of the Ionian Islands, blending Venetian and other Western European influences with local Greek traditions in its urban layouts, churches, and mansions.
-
C.
Conch architecture
Conch architecture is a vernacular building style of Key West and the Florida Keys characterized by wood-frame houses with broad porches, raised foundations, and features adapted to tropical climates and hurricane conditions.
-
D.
The Architecture Machine
The Architecture Machine is a seminal book by Nicholas Negroponte that explores the concept of interactive, computer-based design systems and their implications for architecture and human–machine collaboration.
-
E.
Atlas Next Generation
Atlas Next Generation is an advanced iteration of the Atlas system, offering enhanced capabilities and updated features over its predecessor.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Forerunner architecture Target entity description: Forerunner architecture is the advanced, ancient structural and technological design style of the Forerunner civilization in the Halo universe, characterized by massive geometric constructs, sleek metallic surfaces, and integrated energy systems.
-
A.
S9 Architecture
S9 Architecture is a New York–based design firm known for large-scale urban waterfront and mixed-use developments, including major projects like The Wharf in Washington, D.C.
-
B.
Heptanese architecture
Heptanese architecture is the distinctive building style of the Ionian Islands, blending Venetian and other Western European influences with local Greek traditions in its urban layouts, churches, and mansions.
-
C.
Conch architecture
Conch architecture is a vernacular building style of Key West and the Florida Keys characterized by wood-frame houses with broad porches, raised foundations, and features adapted to tropical climates and hurricane conditions.
-
D.
The Architecture Machine
The Architecture Machine is a seminal book by Nicholas Negroponte that explores the concept of interactive, computer-based design systems and their implications for architecture and human–machine collaboration.
-
E.
Atlas Next Generation
Atlas Next Generation is an advanced iteration of the Atlas system, offering enhanced capabilities and updated features over its predecessor.
- F. None of above. chosen
Provenance (2 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_69d8b915e3e881909125d760c15d0c29 |
completed | April 10, 2026, 8:47 a.m. |
| NER | Named-entity recognition | batch_69e5017d96588190ac1e326803142976 |
completed | April 19, 2026, 4:23 p.m. |
Created at: April 10, 2026, 10:35 a.m.