Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890005106

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

0.095

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890005145

distance 0.095

#2 · Parbhanicell 4890005104

distance 0.114

#3 · Parbhanicell 4890005275

distance 0.122

#4 · Parbhanicell 4890004323

distance 0.133

#5 · Parbhanicell 4890005023

distance 0.137

#6 · Parbhanicell 4890004119

distance 0.139

#7 · Parbhanicell 4890004840

distance 0.142

#8 · Parbhanicell 4890005065

distance 0.148

#9 · Akolacell 4670000483

distance 0.149 · cross-district

#10 · Parbhanicell 4890004435

distance 0.152

#11 · Buldhanacell 4720000019

distance 0.153 · cross-district

#12 · Parbhanicell 4890004121

distance 0.154

#13 · Parbhanicell 4890005181

distance 0.158

#14 · Parbhanicell 4890005340

distance 0.16

#15 · Parbhanicell 4890003935

distance 0.161

#16 · Parbhanicell 4890005459

distance 0.162

#17 · Buldhanacell 4720004288

distance 0.164 · cross-district

#18 · Beedcell 4700006833

distance 0.165 · 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":4890005106}}}'

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.