Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700003809

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 4 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.093

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700003467

distance 0.093

#2 · Beedcell 4700003293

distance 0.123

#3 · Parbhanicell 4890000288

distance 0.138 · cross-district

#4 · Jalgaoncell 4780000563

distance 0.147 · cross-district

#5 · Jalgaoncell 4780000447

distance 0.159 · cross-district

#6 · Jalgaoncell 4780001257

distance 0.16 · cross-district

#7 · Jalgaoncell 4780000483

distance 0.16 · cross-district

#8 · Beedcell 4700003810

distance 0.161

#9 · Jalgaoncell 4780000374

distance 0.164 · cross-district

#10 · Jalgaoncell 4780000617

distance 0.17 · cross-district

#11 · Jalgaoncell 4780000339

distance 0.171 · cross-district

#12 · Jalgaoncell 4780000763

distance 0.172 · cross-district

#13 · Dhulecell 4740000256

distance 0.175 · cross-district

#14 · Dhulecell 4740000163

distance 0.176 · cross-district

#15 · Jalgaoncell 4780000614

distance 0.176 · cross-district

#16 · Jalgaoncell 4780000146

distance 0.177 · cross-district

#17 · Jalgaoncell 4780002277

distance 0.177 · cross-district

#18 · Dhulecell 4740000016

distance 0.177 · 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":4700003809}}}'

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.