Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700008951

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.215

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700007208

distance 0.215

#2 · Dharashivcell 4880004307

distance 0.236 · cross-district

#3 · Beedcell 4700008952

distance 0.248

#4 · Beedcell 4700005087

distance 0.251

#5 · Laturcell 4810003229

distance 0.254 · cross-district

#6 · Dhulecell 4740001769

distance 0.258 · cross-district

#7 · Nandedcell 4850002620

distance 0.259 · cross-district

#8 · Laturcell 4810003174

distance 0.26 · cross-district

#9 · Dharashivcell 4880006422

distance 0.264 · cross-district

#10 · Washimcell 4990002040

distance 0.266 · cross-district

#11 · Ahmednagarcell 4660013998

distance 0.267 · cross-district

#12 · Ahmednagarcell 4660014279

distance 0.283 · cross-district

#13 · Nandedcell 4850004665

distance 0.287 · cross-district

#14 · Solapurcell 4960005608

distance 0.287 · cross-district

#15 · Beedcell 4700001562

distance 0.291

#16 · Nandedcell 4850008621

distance 0.292 · cross-district

#17 · Laturcell 4810004916

distance 0.292 · cross-district

#18 · Jalgaoncell 4780000295

distance 0.297 · 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":4700008951}}}'

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.