Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730005475

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

0.233

lower = more alike (weighted)

The twins, closest first

#1 · Yavatmalcell 5000006726

distance 0.233 · cross-district

#2 · Bhandaracell 4710001126

distance 0.25 · cross-district

#3 · Chandrapurcell 4730005477

distance 0.261

#4 · Yavatmalcell 5000003679

distance 0.27 · cross-district

#5 · Bhandaracell 4710001707

distance 0.275 · cross-district

#6 · Yavatmalcell 5000007563

distance 0.278 · cross-district

#7 · Wardhacell 4980000086

distance 0.281 · cross-district

#8 · Gondiacell 4760000100

distance 0.288 · cross-district

#9 · Chandrapurcell 4730005798

distance 0.288

#10 · Yavatmalcell 5000006968

distance 0.289 · cross-district

#11 · Chandrapurcell 4730005685

distance 0.291

#12 · Chandrapurcell 4730005799

distance 0.291

#13 · Yavatmalcell 5000006189

distance 0.292 · cross-district

#14 · Jalgaoncell 4780000761

distance 0.295 · cross-district

#15 · Chandrapurcell 4730004590

distance 0.296

#16 · Nagpurcell 4840005063

distance 0.297 · cross-district

#17 · Bhandaracell 4710002927

distance 0.298 · cross-district

#18 · Wardhacell 4980002042

distance 0.298 · 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":4730005475}}}'

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.