Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890000738

The MH-36 locality cells most similar to this Parbhani 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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.144

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700005578

distance 0.144 · cross-district

#2 · Beedcell 4700006002

distance 0.166 · cross-district

#3 · Solapurcell 4960005067

distance 0.172 · cross-district

#4 · Beedcell 4700005286

distance 0.183 · cross-district

#5 · Solapurcell 4960009659

distance 0.187 · cross-district

#6 · Laturcell 4810002811

distance 0.192 · cross-district

#7 · Dharashivcell 4880002200

distance 0.198 · cross-district

#8 · Akolacell 4670002137

distance 0.201 · cross-district

#9 · Beedcell 4700005586

distance 0.202 · cross-district

#10 · Amravaticell 4680001086

distance 0.204 · cross-district

#11 · Amravaticell 4680000481

distance 0.208 · cross-district

#12 · Dharashivcell 4880001954

distance 0.212 · cross-district

#13 · Akolacell 4670001821

distance 0.215 · cross-district

#14 · Jalgaoncell 4780006078

distance 0.216 · cross-district

#15 · Beedcell 4700000223

distance 0.219 · cross-district

#16 · Buldhanacell 4720001315

distance 0.22 · cross-district

#17 · Buldhanacell 4720005400

distance 0.221 · cross-district

#18 · Solapurcell 4960010322

distance 0.223 · 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":489,"cluster_id":4890000738}}}'

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.