Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730003947

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 2 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.105

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730004234

distance 0.105

#2 · Yavatmalcell 5000002601

distance 0.114 · cross-district

#3 · Yavatmalcell 5000002344

distance 0.121 · cross-district

#4 · Yavatmalcell 5000002101

distance 0.135 · cross-district

#5 · Yavatmalcell 5000003753

distance 0.141 · cross-district

#6 · Yavatmalcell 5000003203

distance 0.141 · cross-district

#7 · Chandrapurcell 4730004045

distance 0.149

#8 · Chandrapurcell 4730004139

distance 0.15

#9 · Chandrapurcell 4730004040

distance 0.15

#10 · Yavatmalcell 5000002471

distance 0.152 · cross-district

#11 · Yavatmalcell 5000001982

distance 0.154 · cross-district

#12 · Yavatmalcell 5000004990

distance 0.156 · cross-district

#13 · Chandrapurcell 4730002235

distance 0.157

#14 · Chandrapurcell 4730001660

distance 0.162

#15 · Chandrapurcell 4730003766

distance 0.165

#16 · Chandrapurcell 4730003768

distance 0.166

#17 · Yavatmalcell 5000005809

distance 0.167 · cross-district

#18 · Chandrapurcell 4730003769

distance 0.167

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":4730003947}}}'

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.