Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730004603

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 5 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.103

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730007178

distance 0.103

#2 · Wardhacell 4980001067

distance 0.15 · cross-district

#3 · Wardhacell 4980000166

distance 0.152 · cross-district

#4 · Wardhacell 4980000980

distance 0.155 · cross-district

#5 · Nagpurcell 4840001167

distance 0.161 · cross-district

#6 · Wardhacell 4980001553

distance 0.161 · cross-district

#7 · Wardhacell 4980003050

distance 0.162 · cross-district

#8 · Yavatmalcell 5000007083

distance 0.163 · cross-district

#9 · Jalgaoncell 4780003288

distance 0.163 · cross-district

#10 · Jalgaoncell 4780005519

distance 0.166 · cross-district

#11 · Chandrapurcell 4730005089

distance 0.172

#12 · Jalgaoncell 4780004981

distance 0.173 · cross-district

#13 · Jalgaoncell 4780004880

distance 0.173 · cross-district

#14 · Chandrapurcell 4730005090

distance 0.175

#15 · Jalgaoncell 4780005119

distance 0.175 · cross-district

#16 · Jalgaoncell 4780005362

distance 0.175 · cross-district

#17 · Wardhacell 4980000332

distance 0.175 · cross-district

#18 · Wardhacell 4980002088

distance 0.177 · 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":4730004603}}}'

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.