Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730004712

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 9 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.166

lower = more alike (weighted)

The twins, closest first

#1 · Nagpurcell 4840001213

distance 0.166 · cross-district

#2 · Yavatmalcell 5000010387

distance 0.172 · cross-district

#3 · Yavatmalcell 5000011460

distance 0.174 · cross-district

#4 · Chandrapurcell 4730001653

distance 0.204

#5 · Chandrapurcell 4730003023

distance 0.214

#6 · Gadchirolicell 4750010306

distance 0.217 · cross-district

#7 · Nagpurcell 4840000253

distance 0.219 · cross-district

#8 · Akolacell 4670000711

distance 0.223 · cross-district

#9 · Amravaticell 4680001632

distance 0.225 · cross-district

#10 · Yavatmalcell 5000009970

distance 0.228 · cross-district

#11 · Gadchirolicell 4750010307

distance 0.229 · cross-district

#12 · Yavatmalcell 5000011426

distance 0.232 · cross-district

#13 · Yavatmalcell 5000010078

distance 0.236 · cross-district

#14 · Wardhacell 4980000589

distance 0.236 · cross-district

#15 · Jalgaoncell 4780002460

distance 0.237 · cross-district

#16 · Solapurcell 4960012171

distance 0.238 · cross-district

#17 · Yavatmalcell 5000010275

distance 0.238 · cross-district

#18 · Amravaticell 4680004284

distance 0.241 · 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":4730004712}}}'

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.