Bhārata Strata · Maharashtra · Akola · morphological twins
Places like cell 4670004513
The MH-36 locality cells most similar to this Akola cell across terrain, built form, land cover, climate dynamics and connectivity — ranked by a GUM-confidence-weighted (R24) distance, with the temporal block down-weighted. Each twin is a real cell with its own witnessed dossier.
Twins found
18
across 2 distinct districts
Index confidence
0.93
GUM mean confidence of the anchor (R24)
Dimensions compared
45
morphology-v2 feature dimensions
Closest twin distance
0.064
lower = more alike (weighted)
The twins, closest first
#1 · Akolacell 4670004507
distance 0.064
#2 · Akolacell 4670004512
distance 0.086
#3 · Akolacell 4670004595
distance 0.089
#4 · Akolacell 4670004398
distance 0.089
#5 · Akolacell 4670004475
distance 0.09
#6 · Akolacell 4670004588
distance 0.092
#7 · Akolacell 4670004549
distance 0.1
#8 · Amravaticell 4680006163
distance 0.101 · cross-district
#9 · Amravaticell 4680006306
distance 0.101 · cross-district
#10 · Akolacell 4670004618
distance 0.101
#11 · Amravaticell 4680006023
distance 0.102 · cross-district
#12 · Akolacell 4670004486
distance 0.102
#13 · Akolacell 4670004598
distance 0.103
#14 · Amravaticell 4680004595
distance 0.105 · cross-district
#15 · Amravaticell 4680004976
distance 0.107 · cross-district
#16 · Amravaticell 4680006026
distance 0.107 · cross-district
#17 · Amravaticell 4680004974
distance 0.108 · cross-district
#18 · Amravaticell 4680006025
distance 0.111 · cross-district
witness: find_twins — morphology-twin-index-v2 (R24, GUM-confidence-weighted, magnitude-aware, temporal block down-weighted). Distance is the weighted feature distance; lower is more alike. Cross-district twins are the discriminative signal.
Re-witness these twins
curl -s https://api.gridrock.ai/mcp -H 'Content-Type: application/json' \
-H 'Accept: application/json, text/event-stream' \
-d '{"jsonrpc":"2.0","id":1,"method":"tools/call","params":{"name":"find_twins",
"arguments":{"admin_code":467,"cluster_id":4670004513}}}'Scope: the live MH-36 cube. Twins are computed from the sha-verified morphology-v2 vector; the engine supplies no goodness/suitability ranking — only morphological similarity.