Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730006248

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

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.077

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730006134

distance 0.077

#2 · Chandrapurcell 4730006369

distance 0.084

#3 · Chandrapurcell 4730006253

distance 0.089

#4 · Chandrapurcell 4730006254

distance 0.09

#5 · Chandrapurcell 4730005694

distance 0.115

#6 · Yavatmalcell 5000007423

distance 0.116 · cross-district

#7 · Chandrapurcell 4730006035

distance 0.119

#8 · Chandrapurcell 4730005587

distance 0.12

#9 · Chandrapurcell 4730006150

distance 0.121

#10 · Nagpurcell 4840006115

distance 0.122 · cross-district

#11 · Chandrapurcell 4730006360

distance 0.124

#12 · Nagpurcell 4840000192

distance 0.127 · cross-district

#13 · Nagpurcell 4840000109

distance 0.13 · cross-district

#14 · Chandrapurcell 4730005696

distance 0.132

#15 · Nagpurcell 4840000085

distance 0.136 · cross-district

#16 · Chandrapurcell 4730005378

distance 0.137

#17 · Chandrapurcell 4730009637

distance 0.139

#18 · Yavatmalcell 5000007558

distance 0.139 · 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":4730006248}}}'

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.