Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730005593

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 3 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.047

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730005594

distance 0.047

#2 · Chandrapurcell 4730005807

distance 0.106

#3 · Chandrapurcell 4730005818

distance 0.111

#4 · Chandrapurcell 4730007191

distance 0.115

#5 · Chandrapurcell 4730006850

distance 0.127

#6 · Chandrapurcell 4730005928

distance 0.139

#7 · Chandrapurcell 4730005487

distance 0.148

#8 · Chandrapurcell 4730005819

distance 0.148

#9 · Yavatmalcell 5000006428

distance 0.148 · cross-district

#10 · Chandrapurcell 4730005848

distance 0.148

#11 · Nandedcell 4850008990

distance 0.149 · cross-district

#12 · Chandrapurcell 4730005597

distance 0.151

#13 · Chandrapurcell 4730005397

distance 0.151

#14 · Chandrapurcell 4730007406

distance 0.152

#15 · Chandrapurcell 4730007077

distance 0.152

#16 · Yavatmalcell 5000005554

distance 0.153 · cross-district

#17 · Yavatmalcell 5000006353

distance 0.154 · cross-district

#18 · Chandrapurcell 4730005591

distance 0.155

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":4730005593}}}'

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.