Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700003802

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 3 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.164

lower = more alike (weighted)

The twins, closest first

#1 · Jalgaoncell 4780000566

distance 0.164 · cross-district

#2 · Beedcell 4700003972

distance 0.165

#3 · Beedcell 4700003466

distance 0.166

#4 · Jalgaoncell 4780000457

distance 0.19 · cross-district

#5 · Jalgaoncell 4780000157

distance 0.191 · cross-district

#6 · Jalgaoncell 4780000356

distance 0.193 · cross-district

#7 · Jalgaoncell 4780000925

distance 0.199 · cross-district

#8 · Jalgaoncell 4780000522

distance 0.2 · cross-district

#9 · Jalgaoncell 4780002171

distance 0.201 · cross-district

#10 · Jalgaoncell 4780000187

distance 0.204 · cross-district

#11 · Jalgaoncell 4780000213

distance 0.207 · cross-district

#12 · Jalgaoncell 4780000189

distance 0.209 · cross-district

#13 · Jalgaoncell 4780000242

distance 0.212 · cross-district

#14 · Jalgaoncell 4780000319

distance 0.212 · cross-district

#15 · Jalgaoncell 4780000560

distance 0.214 · cross-district

#16 · Nagpurcell 4840000127

distance 0.215 · cross-district

#17 · Jalgaoncell 4780000386

distance 0.217 · cross-district

#18 · Jalgaoncell 4780000202

distance 0.217 · 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":4700003802}}}'

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.