Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730002739

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

0.113

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730002681

distance 0.113

#2 · Chandrapurcell 4730002809

distance 0.121

#3 · Chandrapurcell 4730002682

distance 0.149

#4 · Chandrapurcell 4730002745

distance 0.158

#5 · Chandrapurcell 4730005712

distance 0.162

#6 · Chandrapurcell 4730006282

distance 0.166

#7 · Chandrapurcell 4730006738

distance 0.166

#8 · Chandrapurcell 4730006993

distance 0.167

#9 · Chandrapurcell 4730002746

distance 0.169

#10 · Chandrapurcell 4730002744

distance 0.17

#11 · Chandrapurcell 4730002808

distance 0.174

#12 · Chandrapurcell 4730006510

distance 0.178

#13 · Chandrapurcell 4730007406

distance 0.18

#14 · Yavatmalcell 5000004601

distance 0.183 · cross-district

#15 · Wardhacell 4980001210

distance 0.184 · cross-district

#16 · Chandrapurcell 4730005488

distance 0.184

#17 · Chandrapurcell 4730007108

distance 0.185

#18 · Nagpurcell 4840000568

distance 0.186 · 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":4730002739}}}'

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.