Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700002970

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 10 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.159

lower = more alike (weighted)

The twins, closest first

#1 · Ahmednagarcell 4660014309

distance 0.159 · cross-district

#2 · Solapurcell 4960004708

distance 0.253 · cross-district

#3 · Solapurcell 4960011547

distance 0.267 · cross-district

#4 · Dhulecell 4740004776

distance 0.27 · cross-district

#5 · Ahmednagarcell 4660014448

distance 0.274 · cross-district

#6 · Ahmednagarcell 4660003122

distance 0.288 · cross-district

#7 · Punecell 4900006420

distance 0.292 · cross-district

#8 · Parbhanicell 4890001269

distance 0.306 · cross-district

#9 · Solapurcell 4960004709

distance 0.309 · cross-district

#10 · Ahmednagarcell 4660003475

distance 0.309 · cross-district

#11 · Beedcell 4700009038

distance 0.316

#12 · Ahmednagarcell 4660000267

distance 0.317 · cross-district

#13 · Kolhapurcell 4800001777

distance 0.319 · cross-district

#14 · Jalgaoncell 4780000396

distance 0.319 · cross-district

#15 · Dhulecell 4740005769

distance 0.332 · cross-district

#16 · Nandedcell 4850002897

distance 0.333 · cross-district

#17 · Solapurcell 4960011371

distance 0.334 · cross-district

#18 · Washimcell 4990003605

distance 0.335 · 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":4700002970}}}'

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.