Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890000564

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 5 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.082

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890001280

distance 0.082

#2 · Beedcell 4700004142

distance 0.09 · cross-district

#3 · Beedcell 4700005003

distance 0.095 · cross-district

#4 · Beedcell 4700004662

distance 0.095 · cross-district

#5 · Parbhanicell 4890001095

distance 0.097

#6 · Parbhanicell 4890001579

distance 0.104

#7 · Parbhanicell 4890000565

distance 0.105

#8 · Beedcell 4700004828

distance 0.108 · cross-district

#9 · Beedcell 4700004307

distance 0.109 · cross-district

#10 · Beedcell 4700004323

distance 0.111 · cross-district

#11 · Akolacell 4670001104

distance 0.114 · cross-district

#12 · Parbhanicell 4890000683

distance 0.114

#13 · Dharashivcell 4880005677

distance 0.115 · cross-district

#14 · Buldhanacell 4720006924

distance 0.121 · cross-district

#15 · Beedcell 4700004496

distance 0.123 · cross-district

#16 · Parbhanicell 4890000971

distance 0.124

#17 · Beedcell 4700004325

distance 0.125 · cross-district

#18 · Beedcell 4700004826

distance 0.126 · 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":4890000564}}}'

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.