Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710000008

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 2 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.062

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710000026

distance 0.062

#2 · Bhandaracell 4710000027

distance 0.074

#3 · Chandrapurcell 4730009651

distance 0.074 · cross-district

#4 · Bhandaracell 4710000013

distance 0.087

#5 · Bhandaracell 4710000058

distance 0.09

#6 · Bhandaracell 4710000014

distance 0.098

#7 · Chandrapurcell 4730009692

distance 0.104 · cross-district

#8 · Chandrapurcell 4730009693

distance 0.119 · cross-district

#9 · Bhandaracell 4710000007

distance 0.167

#10 · Bhandaracell 4710000004

distance 0.171

#11 · Chandrapurcell 4730009033

distance 0.18 · cross-district

#12 · Chandrapurcell 4730009743

distance 0.182 · cross-district

#13 · Chandrapurcell 4730009034

distance 0.188 · cross-district

#14 · Bhandaracell 4710000024

distance 0.192

#15 · Chandrapurcell 4730007334

distance 0.195 · cross-district

#16 · Chandrapurcell 4730009151

distance 0.197 · cross-district

#17 · Chandrapurcell 4730008961

distance 0.203 · cross-district

#18 · Chandrapurcell 4730009150

distance 0.204 · 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":4710000008}}}'

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.