Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730004577

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.123

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730004481

distance 0.123

#2 · Chandrapurcell 4730004479

distance 0.124

#3 · Chandrapurcell 4730005056

distance 0.131

#4 · Chandrapurcell 4730005152

distance 0.137

#5 · Chandrapurcell 4730004578

distance 0.137

#6 · Chandrapurcell 4730004576

distance 0.148

#7 · Chandrapurcell 4730005060

distance 0.156

#8 · Chandrapurcell 4730007473

distance 0.159

#9 · Chandrapurcell 4730004960

distance 0.17

#10 · Chandrapurcell 4730007468

distance 0.173

#11 · Chandrapurcell 4730007587

distance 0.19

#12 · Chandrapurcell 4730004961

distance 0.191

#13 · Chandrapurcell 4730007237

distance 0.192

#14 · Gadchirolicell 4750010701

distance 0.201 · cross-district

#15 · Chandrapurcell 4730007808

distance 0.204

#16 · Chandrapurcell 4730007917

distance 0.207

#17 · Gadchirolicell 4750010782

distance 0.208 · cross-district

#18 · Gondiacell 4760001240

distance 0.213 · 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":4730004577}}}'

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.