Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730009070

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 2 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 · Chandrapurcell 4730007232

distance 0.142

#2 · Chandrapurcell 4730007117

distance 0.146

#3 · Chandrapurcell 4730007575

distance 0.157

#4 · Chandrapurcell 4730008928

distance 0.163

#5 · Chandrapurcell 4730009374

distance 0.173

#6 · Gadchirolicell 4750010898

distance 0.174 · cross-district

#7 · Chandrapurcell 4730007576

distance 0.178

#8 · Gadchirolicell 4750010699

distance 0.18 · cross-district

#9 · Gadchirolicell 4750011579

distance 0.181 · cross-district

#10 · Chandrapurcell 4730007005

distance 0.19

#11 · Gadchirolicell 4750010961

distance 0.191 · cross-district

#12 · Chandrapurcell 4730009316

distance 0.191

#13 · Chandrapurcell 4730007459

distance 0.192

#14 · Chandrapurcell 4730007571

distance 0.2

#15 · Chandrapurcell 4730007456

distance 0.2

#16 · Chandrapurcell 4730008299

distance 0.201

#17 · Gadchirolicell 4750010765

distance 0.201 · cross-district

#18 · Gadchirolicell 4750010965

distance 0.202 · 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":4730009070}}}'

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.