Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890000565

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 4 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.044

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700004325

distance 0.044 · cross-district

#2 · Beedcell 4700004662

distance 0.074 · cross-district

#3 · Beedcell 4700004496

distance 0.082 · cross-district

#4 · Beedcell 4700005476

distance 0.101 · cross-district

#5 · Beedcell 4700006156

distance 0.104 · cross-district

#6 · Parbhanicell 4890001407

distance 0.104

#7 · Parbhanicell 4890000564

distance 0.105

#8 · Beedcell 4700005766

distance 0.106 · cross-district

#9 · Beedcell 4700005003

distance 0.11 · cross-district

#10 · Beedcell 4700005474

distance 0.112 · cross-district

#11 · Beedcell 4700006705

distance 0.112 · cross-district

#12 · Parbhanicell 4890000683

distance 0.114

#13 · Parbhanicell 4890002151

distance 0.124

#14 · Beedcell 4700007043

distance 0.127 · cross-district

#15 · Beedcell 4700004653

distance 0.128 · cross-district

#16 · Buldhanacell 4720004276

distance 0.128 · cross-district

#17 · Parbhanicell 4890001093

distance 0.128

#18 · Akolacell 4670000550

distance 0.129 · 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":4890000565}}}'

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.