Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710002684

The MH-36 locality cells most similar to this Bhandara 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

across 4 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.459

lower = more alike (weighted)

The twins, closest first

#1 · Nagpurcell 4840002548

distance 0.459 · cross-district

#2 · Nagpurcell 4840006134

distance 0.465 · cross-district

#3 · Chandrapurcell 4730009186

distance 0.502 · cross-district

#4 · Nagpurcell 4840003957

distance 0.506 · cross-district

#5 · Nagpurcell 4840003484

distance 0.511 · cross-district

#6 · Nagpurcell 4840003582

distance 0.516 · cross-district

#7 · Nagpurcell 4840003390

distance 0.52 · cross-district

#8 · Bhandaracell 4710002801

distance 0.529

#9 · Nagpurcell 4840004618

distance 0.553 · cross-district

#10 · Nagpurcell 4840003759

distance 0.556 · cross-district

#11 · Nagpurcell 4840003960

distance 0.559 · cross-district

#12 · Nagpurcell 4840003654

distance 0.562 · cross-district

#13 · Nagpurcell 4840003297

distance 0.565 · cross-district

#14 · Bhandaracell 4710002011

distance 0.574

#15 · Chandrapurcell 4730008105

distance 0.586 · cross-district

#16 · Nagpurcell 4840003958

distance 0.588 · cross-district

#17 · Nagpurcell 4840004733

distance 0.591 · cross-district

#18 · Jalgaoncell 4780005100

distance 0.597 · 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":471,"cluster_id":4710002684}}}'

Machine-readable JSON twin →Full dossier →

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.