Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730004123

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.151

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730003516

distance 0.151

#2 · Chandrapurcell 4730003020

distance 0.164

#3 · Bhandaracell 4710001056

distance 0.19 · cross-district

#4 · Gadchirolicell 4750009615

distance 0.196 · cross-district

#5 · Yavatmalcell 5000009926

distance 0.209 · cross-district

#6 · Chandrapurcell 4730003224

distance 0.211

#7 · Gadchirolicell 4750005958

distance 0.212 · cross-district

#8 · Gadchirolicell 4750008511

distance 0.216 · cross-district

#9 · Amravaticell 4680000799

distance 0.221 · cross-district

#10 · Bhandaracell 4710001424

distance 0.224 · cross-district

#11 · Amravaticell 4680007802

distance 0.225 · cross-district

#12 · Gadchirolicell 4750006452

distance 0.229 · cross-district

#13 · Amravaticell 4680000108

distance 0.229 · cross-district

#14 · Chandrapurcell 4730002948

distance 0.231

#15 · Chandrapurcell 4730003515

distance 0.236

#16 · Gadchirolicell 4750007910

distance 0.236 · cross-district

#17 · Gadchirolicell 4750009677

distance 0.237 · cross-district

#18 · Yavatmalcell 5000008679

distance 0.237 · 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":4730004123}}}'

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.