Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850003714

The MH-36 locality cells most similar to this Nanded 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 9 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.153

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850003859

distance 0.153

#2 · Nandedcell 4850004219

distance 0.237

#3 · Beedcell 4700007285

distance 0.26 · cross-district

#4 · Solapurcell 4960011366

distance 0.266 · cross-district

#5 · Solapurcell 4960011819

distance 0.284 · cross-district

#6 · Chandrapurcell 4730004407

distance 0.285 · cross-district

#7 · Washimcell 4990002986

distance 0.288 · cross-district

#8 · Chandrapurcell 4730003674

distance 0.288 · cross-district

#9 · Jalgaoncell 4780003820

distance 0.288 · cross-district

#10 · Jalgaoncell 4780008001

distance 0.291 · cross-district

#11 · Solapurcell 4960011469

distance 0.291 · cross-district

#12 · Nandedcell 4850002683

distance 0.292

#13 · Buldhanacell 4720004197

distance 0.294 · cross-district

#14 · Jalgaoncell 4780007113

distance 0.294 · cross-district

#15 · Parbhanicell 4890002630

distance 0.295 · cross-district

#16 · Yavatmalcell 5000002142

distance 0.296 · cross-district

#17 · Jalgaoncell 4780004830

distance 0.3 · cross-district

#18 · Parbhanicell 4890002628

distance 0.3 · 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":485,"cluster_id":4850003714}}}'

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.