Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700003977

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 8 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.261

lower = more alike (weighted)

The twins, closest first

#1 · Nashikcell 4870008421

distance 0.261 · cross-district

#2 · Jalgaoncell 4780000235

distance 0.269 · cross-district

#3 · Jalgaoncell 4780000316

distance 0.269 · cross-district

#4 · Nagpurcell 4840002441

distance 0.273 · cross-district

#5 · Ahmednagarcell 4660014342

distance 0.275 · cross-district

#6 · Ahmednagarcell 4660014180

distance 0.282 · cross-district

#7 · Ahmednagarcell 4660014202

distance 0.284 · cross-district

#8 · Jalnacell 4790001452

distance 0.289 · cross-district

#9 · Jalgaoncell 4780006491

distance 0.295 · cross-district

#10 · Ahmednagarcell 4660013998

distance 0.298 · cross-district

#11 · Washimcell 4990003951

distance 0.299 · cross-district

#12 · Chandrapurcell 4730000229

distance 0.301 · cross-district

#13 · Dharashivcell 4880000745

distance 0.302 · cross-district

#14 · Chandrapurcell 4730000093

distance 0.302 · cross-district

#15 · Chandrapurcell 4730004979

distance 0.304 · cross-district

#16 · Jalgaoncell 4780000860

distance 0.309 · cross-district

#17 · Jalgaoncell 4780000317

distance 0.309 · cross-district

#18 · Jalgaoncell 4780000295

distance 0.31 · 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":4700003977}}}'

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.