Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730009737

The MH-36 locality cells most similar to this Chandrapur 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 3 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.049

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730009721

distance 0.049

#2 · Chandrapurcell 4730009716

distance 0.064

#3 · Nagpurcell 4840000769

distance 0.071 · cross-district

#4 · Bhandaracell 4710000045

distance 0.087 · cross-district

#5 · Chandrapurcell 4730009719

distance 0.089

#6 · Nagpurcell 4840000417

distance 0.101 · cross-district

#7 · Nagpurcell 4840000328

distance 0.103 · cross-district

#8 · Nagpurcell 4840000768

distance 0.107 · cross-district

#9 · Chandrapurcell 4730009638

distance 0.12

#10 · Nagpurcell 4840000705

distance 0.126 · cross-district

#11 · Nagpurcell 4840000368

distance 0.128 · cross-district

#12 · Nagpurcell 4840000643

distance 0.131 · cross-district

#13 · Nagpurcell 4840000131

distance 0.131 · cross-district

#14 · Nagpurcell 4840000283

distance 0.134 · cross-district

#15 · Bhandaracell 4710000046

distance 0.134 · cross-district

#16 · Nagpurcell 4840000126

distance 0.14 · cross-district

#17 · Chandrapurcell 4730009290

distance 0.142

#18 · Bhandaracell 4710001714

distance 0.143 · 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":473,"cluster_id":4730009737}}}'

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.