Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730008698

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

0.074

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730008621

distance 0.074

#2 · Chandrapurcell 4730008700

distance 0.103

#3 · Chandrapurcell 4730008923

distance 0.106

#4 · Chandrapurcell 4730008622

distance 0.109

#5 · Chandrapurcell 4730009268

distance 0.12

#6 · Nagpurcell 4840000532

distance 0.127 · cross-district

#7 · Chandrapurcell 4730008812

distance 0.135

#8 · Chandrapurcell 4730009203

distance 0.137

#9 · Chandrapurcell 4730008623

distance 0.14

#10 · Chandrapurcell 4730009131

distance 0.14

#11 · Nagpurcell 4840000288

distance 0.145 · cross-district

#12 · Bhandaracell 4710000290

distance 0.147 · cross-district

#13 · Nagpurcell 4840000474

distance 0.148 · cross-district

#14 · Chandrapurcell 4730009027

distance 0.148

#15 · Chandrapurcell 4730007463

distance 0.149

#16 · Chandrapurcell 4730008697

distance 0.15

#17 · Chandrapurcell 4730009375

distance 0.152

#18 · Chandrapurcell 4730008776

distance 0.152

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":4730008698}}}'

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.