Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730003494

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 4 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.102

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730003818

distance 0.102

#2 · Yavatmalcell 5000006819

distance 0.18 · cross-district

#3 · Wardhacell 4980000601

distance 0.206 · cross-district

#4 · Chandrapurcell 4730006387

distance 0.207

#5 · Chandrapurcell 4730005293

distance 0.213

#6 · Buldhanacell 4720002108

distance 0.215 · cross-district

#7 · Chandrapurcell 4730007959

distance 0.215

#8 · Chandrapurcell 4730003089

distance 0.215

#9 · Chandrapurcell 4730006546

distance 0.215

#10 · Chandrapurcell 4730006668

distance 0.217

#11 · Yavatmalcell 5000007855

distance 0.219 · cross-district

#12 · Yavatmalcell 5000011343

distance 0.221 · cross-district

#13 · Buldhanacell 4720002255

distance 0.221 · cross-district

#14 · Chandrapurcell 4730003159

distance 0.222

#15 · Chandrapurcell 4730006317

distance 0.222

#16 · Chandrapurcell 4730007954

distance 0.225

#17 · Wardhacell 4980001575

distance 0.225 · cross-district

#18 · Yavatmalcell 5000010049

distance 0.225 · 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":4730003494}}}'

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.