Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730003937

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

0.167

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730003930

distance 0.167

#2 · Chandrapurcell 4730004215

distance 0.208

#3 · Gadchirolicell 4750008909

distance 0.216 · cross-district

#4 · Chandrapurcell 4730004402

distance 0.223

#5 · Jalgaoncell 4780003940

distance 0.233 · cross-district

#6 · Chandrapurcell 4730004065

distance 0.264

#7 · Yavatmalcell 5000006775

distance 0.274 · cross-district

#8 · Yavatmalcell 5000002599

distance 0.276 · cross-district

#9 · Nagpurcell 4840000812

distance 0.276 · cross-district

#10 · Chandrapurcell 4730003360

distance 0.278

#11 · Jalgaoncell 4780004993

distance 0.278 · cross-district

#12 · Gadchirolicell 4750009238

distance 0.279 · cross-district

#13 · Nagpurcell 4840001153

distance 0.282 · cross-district

#14 · Chandrapurcell 4730007661

distance 0.283

#15 · Nagpurcell 4840000839

distance 0.285 · cross-district

#16 · Gadchirolicell 4750008857

distance 0.286 · cross-district

#17 · Chandrapurcell 4730001739

distance 0.288

#18 · Gadchirolicell 4750008397

distance 0.288 · 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":4730003937}}}'

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.