Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890004487

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 7 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.102

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890005481

distance 0.102

#2 · Buldhanacell 4720005518

distance 0.131 · cross-district

#3 · Jalnacell 4790003245

distance 0.131 · cross-district

#4 · Beedcell 4700007187

distance 0.143 · cross-district

#5 · Akolacell 4670000369

distance 0.143 · cross-district

#6 · Jalnacell 4790003159

distance 0.146 · cross-district

#7 · Parbhanicell 4890005111

distance 0.148

#8 · Jalnacell 4790001827

distance 0.156 · cross-district

#9 · Jalnacell 4790002902

distance 0.164 · cross-district

#10 · Jalnacell 4790003498

distance 0.164 · cross-district

#11 · Parbhanicell 4890001206

distance 0.165

#12 · Buldhanacell 4720000397

distance 0.165 · cross-district

#13 · Akolacell 4670000241

distance 0.169 · cross-district

#14 · Solapurcell 4960000936

distance 0.17 · cross-district

#15 · Parbhanicell 4890001495

distance 0.171

#16 · Amravaticell 4680002106

distance 0.172 · cross-district

#17 · Jalnacell 4790002046

distance 0.172 · cross-district

#18 · Beedcell 4700006866

distance 0.173 · 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":4890004487}}}'

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.