Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730001521

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 6 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.196

lower = more alike (weighted)

The twins, closest first

#1 · Jalgaoncell 4780006249

distance 0.196 · cross-district

#2 · Chandrapurcell 4730002719

distance 0.203

#3 · Chandrapurcell 4730001977

distance 0.203

#4 · Chandrapurcell 4730006567

distance 0.221

#5 · Washimcell 4990004058

distance 0.221 · cross-district

#6 · Chandrapurcell 4730006566

distance 0.222

#7 · Buldhanacell 4720007564

distance 0.222 · cross-district

#8 · Nagpurcell 4840000951

distance 0.225 · cross-district

#9 · Akolacell 4670001205

distance 0.225 · cross-district

#10 · Chandrapurcell 4730000740

distance 0.227

#11 · Jalgaoncell 4780006248

distance 0.232 · cross-district

#12 · Chandrapurcell 4730004050

distance 0.233

#13 · Washimcell 4990001290

distance 0.234 · cross-district

#14 · Washimcell 4990000961

distance 0.235 · cross-district

#15 · Chandrapurcell 4730001882

distance 0.236

#16 · Jalgaoncell 4780004514

distance 0.236 · cross-district

#17 · Chandrapurcell 4730002368

distance 0.236

#18 · Jalgaoncell 4780006846

distance 0.239 · 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":4730001521}}}'

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.