Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730007074

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 7 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.125

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730006274

distance 0.125

#2 · Chandrapurcell 4730005600

distance 0.179

#3 · Chandrapurcell 4730004766

distance 0.187

#4 · Nagpurcell 4840002176

distance 0.187 · cross-district

#5 · Yavatmalcell 5000005959

distance 0.191 · cross-district

#6 · Wardhacell 4980000163

distance 0.194 · cross-district

#7 · Yavatmalcell 5000006293

distance 0.197 · cross-district

#8 · Gondiacell 4760000179

distance 0.2 · cross-district

#9 · Chandrapurcell 4730007613

distance 0.2

#10 · Wardhacell 4980001095

distance 0.202 · cross-district

#11 · Chandrapurcell 4730007006

distance 0.203

#12 · Chandrapurcell 4730005354

distance 0.204

#13 · Nagpurcell 4840001717

distance 0.205 · cross-district

#14 · Nagpurcell 4840000963

distance 0.205 · cross-district

#15 · Chandrapurcell 4730006394

distance 0.205

#16 · Nagpurcell 4840006000

distance 0.206 · cross-district

#17 · Jalgaoncell 4780000572

distance 0.206 · cross-district

#18 · Amravaticell 4680000376

distance 0.21 · 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":4730007074}}}'

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.