Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730004716

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 6 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.219

lower = more alike (weighted)

The twins, closest first

#1 · Yavatmalcell 5000002065

distance 0.219 · cross-district

#2 · Chandrapurcell 4730004288

distance 0.219

#3 · Gondiacell 4760000376

distance 0.229 · cross-district

#4 · Kolhapurcell 4800003927

distance 0.229 · cross-district

#5 · Kolhapurcell 4800003929

distance 0.23 · cross-district

#6 · Yavatmalcell 5000007654

distance 0.232 · cross-district

#7 · Nagpurcell 4840006340

distance 0.236 · cross-district

#8 · Chandrapurcell 4730003610

distance 0.24

#9 · Nagpurcell 4840001083

distance 0.24 · cross-district

#10 · Kolhapurcell 4800004084

distance 0.242 · cross-district

#11 · Yavatmalcell 5000001543

distance 0.243 · cross-district

#12 · Kolhapurcell 4800004246

distance 0.245 · cross-district

#13 · Yavatmalcell 5000002687

distance 0.245 · cross-district

#14 · Chandrapurcell 4730003688

distance 0.247

#15 · Kolhapurcell 4800004241

distance 0.247 · cross-district

#16 · Amravaticell 4680006904

distance 0.248 · cross-district

#17 · Chandrapurcell 4730003719

distance 0.248

#18 · Chandrapurcell 4730003611

distance 0.25

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":4730004716}}}'

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.