Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700003461

The MH-36 locality cells most similar to this Beed 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

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.275

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700003460

distance 0.275

#2 · Beedcell 4700003632

distance 0.279

#3 · Chhatrapati Sambhajinagarcell 4690001211

distance 0.282 · cross-district

#4 · Jalgaoncell 4780000234

distance 0.284 · cross-district

#5 · Ahmednagarcell 4660014082

distance 0.289 · cross-district

#6 · Chhatrapati Sambhajinagarcell 4690000459

distance 0.29 · cross-district

#7 · Ahmednagarcell 4660012791

distance 0.292 · cross-district

#8 · Jalgaoncell 4780001042

distance 0.302 · cross-district

#9 · Nandurbarcell 4860002300

distance 0.302 · cross-district

#10 · Gadchirolicell 4750005593

distance 0.304 · cross-district

#11 · Dhulecell 4740004581

distance 0.305 · cross-district

#12 · Ahmednagarcell 4660012917

distance 0.31 · cross-district

#13 · Jalgaoncell 4780000313

distance 0.314 · cross-district

#14 · Nandedcell 4850002035

distance 0.316 · cross-district

#15 · Jalnacell 4790001684

distance 0.316 · cross-district

#16 · Chhatrapati Sambhajinagarcell 4690004882

distance 0.316 · cross-district

#17 · Ahmednagarcell 4660012653

distance 0.317 · cross-district

#18 · Ahmednagarcell 4660012790

distance 0.317 · 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":470,"cluster_id":4700003461}}}'

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.