Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730005271

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

0.081

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730005272

distance 0.081

#2 · Chandrapurcell 4730005077

distance 0.084

#3 · Chandrapurcell 4730005278

distance 0.109

#4 · Yavatmalcell 5000007423

distance 0.117 · cross-district

#5 · Chandrapurcell 4730005076

distance 0.12

#6 · Wardhacell 4980001072

distance 0.122 · cross-district

#7 · Chandrapurcell 4730006832

distance 0.123

#8 · Yavatmalcell 5000007311

distance 0.124 · cross-district

#9 · Wardhacell 4980000160

distance 0.133 · cross-district

#10 · Yavatmalcell 5000008195

distance 0.136 · cross-district

#11 · Yavatmalcell 5000006920

distance 0.138 · cross-district

#12 · Chandrapurcell 4730006924

distance 0.138

#13 · Chandrapurcell 4730006927

distance 0.139

#14 · Wardhacell 4980000799

distance 0.14 · cross-district

#15 · Chandrapurcell 4730007058

distance 0.141

#16 · Chandrapurcell 4730004982

distance 0.143

#17 · Yavatmalcell 5000007558

distance 0.146 · cross-district

#18 · Chandrapurcell 4730005075

distance 0.147

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":4730005271}}}'

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.