Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850004735

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

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.227

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850004804

distance 0.227

#2 · Nandedcell 4850005264

distance 0.307

#3 · Kolhapurcell 4800003942

distance 0.318 · cross-district

#4 · Laturcell 4810004996

distance 0.322 · cross-district

#5 · Kolhapurcell 4800004341

distance 0.331 · cross-district

#6 · Kolhapurcell 4800005776

distance 0.39 · cross-district

#7 · Ahmednagarcell 4660011741

distance 0.399 · cross-district

#8 · Chhatrapati Sambhajinagarcell 4690000202

distance 0.407 · cross-district

#9 · Laturcell 4810003242

distance 0.409 · cross-district

#10 · Nandedcell 4850005195

distance 0.409

#11 · Kolhapurcell 4800004096

distance 0.41 · cross-district

#12 · Kolhapurcell 4800004337

distance 0.411 · cross-district

#13 · Nandedcell 4850005134

distance 0.414

#14 · Chandrapurcell 4730003457

distance 0.414 · cross-district

#15 · Ahmednagarcell 4660011418

distance 0.414 · cross-district

#16 · Dhulecell 4740000870

distance 0.415 · cross-district

#17 · Kolhapurcell 4800004414

distance 0.418 · cross-district

#18 · Jalnacell 4790004132

distance 0.418 · 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":4850004735}}}'

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.