Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850005195

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 7 distinct districts

Index confidence

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.305

lower = more alike (weighted)

The twins, closest first

#1 · Laturcell 4810003221

distance 0.305 · cross-district

#2 · Nandedcell 4850004999

distance 0.322

#3 · Nandedcell 4850005066

distance 0.328

#4 · Sanglicell 4930000298

distance 0.336 · cross-district

#5 · Jalgaoncell 4780005889

distance 0.34 · cross-district

#6 · Kolhapurcell 4800004942

distance 0.352 · cross-district

#7 · Nandedcell 4850004669

distance 0.354

#8 · Nandedcell 4850005774

distance 0.356

#9 · Laturcell 4810002964

distance 0.365 · cross-district

#10 · Laturcell 4810003169

distance 0.371 · cross-district

#11 · Nandedcell 4850004800

distance 0.373

#12 · Nandedcell 4850005134

distance 0.379

#13 · Nandedcell 4850005264

distance 0.386

#14 · Jalnacell 4790004131

distance 0.387 · cross-district

#15 · Ahmednagarcell 4660009053

distance 0.395 · cross-district

#16 · Nandedcell 4850005473

distance 0.396

#17 · Kolhapurcell 4800004096

distance 0.397 · cross-district

#18 · Jalgaoncell 4780003906

distance 0.398 · 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":4850005195}}}'

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.