Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730004055

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 4 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.148

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730003874

distance 0.148

#2 · Chandrapurcell 4730001827

distance 0.16

#3 · Chandrapurcell 4730003241

distance 0.16

#4 · Chandrapurcell 4730002763

distance 0.163

#5 · Chandrapurcell 4730003530

distance 0.19

#6 · Chandrapurcell 4730002316

distance 0.19

#7 · Chandrapurcell 4730003240

distance 0.193

#8 · Chandrapurcell 4730003378

distance 0.2

#9 · Chandrapurcell 4730003784

distance 0.21

#10 · Hingolicell 4770000397

distance 0.214 · cross-district

#11 · Nandedcell 4850001502

distance 0.221 · cross-district

#12 · Chandrapurcell 4730003112

distance 0.223

#13 · Nagpurcell 4840007105

distance 0.224 · cross-district

#14 · Chandrapurcell 4730003690

distance 0.225

#15 · Nandedcell 4850002028

distance 0.228 · cross-district

#16 · Chandrapurcell 4730002818

distance 0.228

#17 · Nandedcell 4850000382

distance 0.231 · cross-district

#18 · Chandrapurcell 4730004227

distance 0.231

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":4730004055}}}'

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.