Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730005191

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.063

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730005094

distance 0.063

#2 · Chandrapurcell 4730007067

distance 0.092

#3 · Yavatmalcell 5000006015

distance 0.118 · cross-district

#4 · Chandrapurcell 4730007182

distance 0.123

#5 · Chandrapurcell 4730006951

distance 0.124

#6 · Chandrapurcell 4730007407

distance 0.128

#7 · Yavatmalcell 5000003998

distance 0.134 · cross-district

#8 · Wardhacell 4980001201

distance 0.134 · cross-district

#9 · Chandrapurcell 4730008048

distance 0.139

#10 · Chandrapurcell 4730002737

distance 0.144

#11 · Yavatmalcell 5000005549

distance 0.144 · cross-district

#12 · Yavatmalcell 5000005711

distance 0.144 · cross-district

#13 · Wardhacell 4980000415

distance 0.145 · cross-district

#14 · Wardhacell 4980000539

distance 0.147 · cross-district

#15 · Jalgaoncell 4780003172

distance 0.148 · cross-district

#16 · Yavatmalcell 5000003198

distance 0.152 · cross-district

#17 · Chandrapurcell 4730006503

distance 0.153

#18 · Jalgaoncell 4780002764

distance 0.155 · 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":4730005191}}}'

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.