Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890001721

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 2 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.061

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700007929

distance 0.061 · cross-district

#2 · Beedcell 4700008303

distance 0.077 · cross-district

#3 · Parbhanicell 4890002881

distance 0.084

#4 · Beedcell 4700008298

distance 0.089 · cross-district

#5 · Beedcell 4700008206

distance 0.091 · cross-district

#6 · Beedcell 4700007919

distance 0.097 · cross-district

#7 · Beedcell 4700008110

distance 0.1 · cross-district

#8 · Parbhanicell 4890002959

distance 0.107

#9 · Beedcell 4700008299

distance 0.108 · cross-district

#10 · Beedcell 4700008202

distance 0.112 · cross-district

#11 · Parbhanicell 4890002795

distance 0.115

#12 · Beedcell 4700007826

distance 0.118 · cross-district

#13 · Beedcell 4700008302

distance 0.12 · cross-district

#14 · Beedcell 4700008208

distance 0.121 · cross-district

#15 · Parbhanicell 4890003122

distance 0.122

#16 · Beedcell 4700007920

distance 0.122 · cross-district

#17 · Beedcell 4700007559

distance 0.123 · cross-district

#18 · Parbhanicell 4890001808

distance 0.125

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":4890001721}}}'

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.