Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730008143

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 5 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.142

lower = more alike (weighted)

The twins, closest first

#1 · Nagpurcell 4840001061

distance 0.142 · cross-district

#2 · Nagpurcell 4840000821

distance 0.164 · cross-district

#3 · Yavatmalcell 5000003374

distance 0.17 · cross-district

#4 · Chandrapurcell 4730007738

distance 0.174

#5 · Yavatmalcell 5000009026

distance 0.178 · cross-district

#6 · Chandrapurcell 4730007958

distance 0.178

#7 · Wardhacell 4980002915

distance 0.182 · cross-district

#8 · Bhandaracell 4710000568

distance 0.187 · cross-district

#9 · Wardhacell 4980000189

distance 0.187 · cross-district

#10 · Yavatmalcell 5000011232

distance 0.189 · cross-district

#11 · Bhandaracell 4710000482

distance 0.19 · cross-district

#12 · Wardhacell 4980000873

distance 0.191 · cross-district

#13 · Nagpurcell 4840000379

distance 0.192 · cross-district

#14 · Wardhacell 4980003399

distance 0.193 · cross-district

#15 · Wardhacell 4980001472

distance 0.193 · cross-district

#16 · Wardhacell 4980002523

distance 0.196 · cross-district

#17 · Wardhacell 4980002720

distance 0.199 · cross-district

#18 · Yavatmalcell 5000008779

distance 0.201 · 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":4730008143}}}'

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.