Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850000119

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 8 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.232

lower = more alike (weighted)

The twins, closest first

#1 · Washimcell 4990000687

distance 0.232 · cross-district

#2 · Yavatmalcell 5000001551

distance 0.233 · cross-district

#3 · Washimcell 4990000792

distance 0.239 · cross-district

#4 · Yavatmalcell 5000005007

distance 0.25 · cross-district

#5 · Punecell 4900001734

distance 0.253 · cross-district

#6 · Sanglicell 4930004944

distance 0.254 · cross-district

#7 · Nandedcell 4850000049

distance 0.254

#8 · Nagpurcell 4840007125

distance 0.263 · cross-district

#9 · Nandedcell 4850000089

distance 0.264

#10 · Sanglicell 4930005339

distance 0.266 · cross-district

#11 · Yavatmalcell 5000010351

distance 0.272 · cross-district

#12 · Hingolicell 4770003928

distance 0.275 · cross-district

#13 · Nandedcell 4850000653

distance 0.275

#14 · Nandedcell 4850004136

distance 0.276

#15 · Hingolicell 4770004012

distance 0.278 · cross-district

#16 · Nandedcell 4850000076

distance 0.278

#17 · Jalgaoncell 4780004141

distance 0.278 · cross-district

#18 · Yavatmalcell 5000004668

distance 0.279 · 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":4850000119}}}'

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.