Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700005086

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

0.182

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700002782

distance 0.182

#2 · Solapurcell 4960010345

distance 0.19 · cross-district

#3 · Ahmednagarcell 4660007628

distance 0.208 · cross-district

#4 · Solapurcell 4960011055

distance 0.212 · cross-district

#5 · Beedcell 4700003623

distance 0.229

#6 · Ahmednagarcell 4660008377

distance 0.23 · cross-district

#7 · Punecell 4900003495

distance 0.232 · cross-district

#8 · Ahmednagarcell 4660008081

distance 0.235 · cross-district

#9 · Dharashivcell 4880004225

distance 0.235 · cross-district

#10 · Washimcell 4990001190

distance 0.238 · cross-district

#11 · Dhulecell 4740000747

distance 0.239 · cross-district

#12 · Dharashivcell 4880006021

distance 0.244 · cross-district

#13 · Ahmednagarcell 4660007475

distance 0.246 · cross-district

#14 · Solapurcell 4960010431

distance 0.253 · cross-district

#15 · Solapurcell 4960006058

distance 0.253 · cross-district

#16 · Ahmednagarcell 4660003251

distance 0.256 · cross-district

#17 · Dharashivcell 4880005941

distance 0.261 · cross-district

#18 · Buldhanacell 4720002137

distance 0.262 · 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":4700005086}}}'

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.