Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730009586

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

0.158

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730009684

distance 0.158

#2 · Nagpurcell 4840000583

distance 0.161 · cross-district

#3 · Chandrapurcell 4730009585

distance 0.164

#4 · Chandrapurcell 4730009715

distance 0.166

#5 · Nagpurcell 4840000282

distance 0.166 · cross-district

#6 · Chandrapurcell 4730009717

distance 0.17

#7 · Nagpurcell 4840000223

distance 0.171 · cross-district

#8 · Nagpurcell 4840000085

distance 0.175 · cross-district

#9 · Chandrapurcell 4730009410

distance 0.175

#10 · Nagpurcell 4840000473

distance 0.176 · cross-district

#11 · Chandrapurcell 4730006133

distance 0.177

#12 · Nagpurcell 4840000467

distance 0.18 · cross-district

#13 · Yavatmalcell 5000007419

distance 0.181 · cross-district

#14 · Yavatmalcell 5000007832

distance 0.188 · cross-district

#15 · Nagpurcell 4840000462

distance 0.189 · cross-district

#16 · Chandrapurcell 4730006130

distance 0.189

#17 · Nagpurcell 4840000783

distance 0.19 · cross-district

#18 · Chandrapurcell 4730009637

distance 0.19

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":4730009586}}}'

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.