Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730006928

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

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.091

lower = more alike (weighted)

The twins, closest first

#1 · Yavatmalcell 5000007559

distance 0.091 · cross-district

#2 · Chandrapurcell 4730006605

distance 0.091

#3 · Yavatmalcell 5000007424

distance 0.101 · cross-district

#4 · Chandrapurcell 4730006927

distance 0.114

#5 · Chandrapurcell 4730006925

distance 0.114

#6 · Chandrapurcell 4730006827

distance 0.114

#7 · Chandrapurcell 4730006924

distance 0.122

#8 · Chandrapurcell 4730006829

distance 0.131

#9 · Yavatmalcell 5000009483

distance 0.132 · cross-district

#10 · Wardhacell 4980000035

distance 0.15 · cross-district

#11 · Wardhacell 4980001168

distance 0.154 · cross-district

#12 · Wardhacell 4980000160

distance 0.156 · cross-district

#13 · Bhandaracell 4710001564

distance 0.156 · cross-district

#14 · Wardhacell 4980000073

distance 0.158 · cross-district

#15 · Chandrapurcell 4730006717

distance 0.161

#16 · Chandrapurcell 4730006832

distance 0.165

#17 · Yavatmalcell 5000009144

distance 0.166 · cross-district

#18 · Yavatmalcell 5000008039

distance 0.167 · 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":4730006928}}}'

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.