Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730007718

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

0.111

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730006476

distance 0.111

#2 · Chandrapurcell 4730007494

distance 0.112

#3 · Wardhacell 4980000172

distance 0.127 · cross-district

#4 · Wardhacell 4980000565

distance 0.13 · cross-district

#5 · Yavatmalcell 5000009710

distance 0.13 · cross-district

#6 · Yavatmalcell 5000010251

distance 0.131 · cross-district

#7 · Wardhacell 4980000434

distance 0.139 · cross-district

#8 · Wardhacell 4980000194

distance 0.141 · cross-district

#9 · Yavatmalcell 5000010136

distance 0.143 · cross-district

#10 · Wardhacell 4980000148

distance 0.143 · cross-district

#11 · Wardhacell 4980000256

distance 0.145 · cross-district

#12 · Wardhacell 4980001476

distance 0.146 · cross-district

#13 · Wardhacell 4980001263

distance 0.147 · cross-district

#14 · Yavatmalcell 5000009810

distance 0.147 · cross-district

#15 · Chandrapurcell 4730007382

distance 0.148

#16 · Wardhacell 4980000108

distance 0.148 · cross-district

#17 · Wardhacell 4980000654

distance 0.151 · cross-district

#18 · Yavatmalcell 5000006070

distance 0.152 · 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":4730007718}}}'

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.