Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850004864

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 12 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.395

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850004868

distance 0.395

#2 · Kolhapurcell 4800004332

distance 0.53 · cross-district

#3 · Ahmednagarcell 4660011901

distance 0.538 · cross-district

#4 · Kolhapurcell 4800003868

distance 0.543 · cross-district

#5 · Nandedcell 4850004666

distance 0.608

#6 · Chandrapurcell 4730003182

distance 0.627 · cross-district

#7 · Parbhanicell 4890000698

distance 0.65 · cross-district

#8 · Nandedcell 4850002231

distance 0.653

#9 · Nagpurcell 4840005084

distance 0.653 · cross-district

#10 · Beedcell 4700007636

distance 0.661 · cross-district

#11 · Solapurcell 4960005213

distance 0.663 · cross-district

#12 · Solapurcell 4960005001

distance 0.669 · cross-district

#13 · Yavatmalcell 5000006134

distance 0.677 · cross-district

#14 · Sanglicell 4930000340

distance 0.683 · cross-district

#15 · Beedcell 4700007728

distance 0.702 · cross-district

#16 · Ratnagiricell 4920003616

distance 0.702 · cross-district

#17 · Solapurcell 4960004760

distance 0.704 · cross-district

#18 · Raigadcell 4910004812

distance 0.707 · 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":4850004864}}}'

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.