Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890005110

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

0.088

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890005383

distance 0.088

#2 · Parbhanicell 4890005181

distance 0.091

#3 · Jalnacell 4790002148

distance 0.102 · cross-district

#4 · Parbhanicell 4890005213

distance 0.111

#5 · Parbhanicell 4890005179

distance 0.111

#6 · Jalnacell 4790002566

distance 0.118 · cross-district

#7 · Parbhanicell 4890003875

distance 0.121

#8 · Parbhanicell 4890005303

distance 0.122

#9 · Jalnacell 4790003320

distance 0.124 · cross-district

#10 · Parbhanicell 4890004787

distance 0.126

#11 · Parbhanicell 4890005185

distance 0.126

#12 · Parbhanicell 4890005065

distance 0.131

#13 · Parbhanicell 4890004742

distance 0.138

#14 · Parbhanicell 4890004333

distance 0.138

#15 · Akolacell 4670000611

distance 0.141 · cross-district

#16 · Parbhanicell 4890003906

distance 0.142

#17 · Buldhanacell 4720006838

distance 0.144 · cross-district

#18 · Parbhanicell 4890004613

distance 0.144

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":4890005110}}}'

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.