Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700001966

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 6 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.113

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700001810

distance 0.113

#2 · Ahmednagarcell 4660002077

distance 0.113 · cross-district

#3 · Ahmednagarcell 4660010742

distance 0.159 · cross-district

#4 · Punecell 4900005148

distance 0.165 · cross-district

#5 · Ahmednagarcell 4660001873

distance 0.182 · cross-district

#6 · Punecell 4900002351

distance 0.186 · cross-district

#7 · Jalgaoncell 4780007862

distance 0.194 · cross-district

#8 · Jalgaoncell 4780008645

distance 0.197 · cross-district

#9 · Ahmednagarcell 4660002456

distance 0.203 · cross-district

#10 · Punecell 4900005011

distance 0.204 · cross-district

#11 · Jalgaoncell 4780007602

distance 0.205 · cross-district

#12 · Jalgaoncell 4780007357

distance 0.206 · cross-district

#13 · Chhatrapati Sambhajinagarcell 4690001566

distance 0.206 · cross-district

#14 · Solapurcell 4960011990

distance 0.208 · cross-district

#15 · Jalgaoncell 4780006680

distance 0.209 · cross-district

#16 · Ahmednagarcell 4660002080

distance 0.21 · cross-district

#17 · Beedcell 4700001513

distance 0.211

#18 · Jalgaoncell 4780007591

distance 0.213 · 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":4700001966}}}'

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.