Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730003717

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 6 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.17

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730002772

distance 0.17

#2 · Chandrapurcell 4730003715

distance 0.188

#3 · Chandrapurcell 4730003801

distance 0.202

#4 · Chandrapurcell 4730001651

distance 0.205

#5 · Amravaticell 4680007032

distance 0.224 · cross-district

#6 · Gadchirolicell 4750008523

distance 0.224 · cross-district

#7 · Gadchirolicell 4750007540

distance 0.225 · cross-district

#8 · Chandrapurcell 4730001729

distance 0.229

#9 · Chandrapurcell 4730001826

distance 0.23

#10 · Chandrapurcell 4730001558

distance 0.23

#11 · Akolacell 4670003219

distance 0.232 · cross-district

#12 · Yavatmalcell 5000001745

distance 0.233 · cross-district

#13 · Amravaticell 4680001075

distance 0.234 · cross-district

#14 · Solapurcell 4960009901

distance 0.237 · cross-district

#15 · Akolacell 4670003357

distance 0.239 · cross-district

#16 · Chandrapurcell 4730002898

distance 0.244

#17 · Akolacell 4670003865

distance 0.246 · cross-district

#18 · Akolacell 4670004572

distance 0.247 · 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":4730003717}}}'

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.