Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890004202

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

0.092

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890004149

distance 0.092

#2 · Parbhanicell 4890003967

distance 0.122

#3 · Parbhanicell 4890003968

distance 0.133

#4 · Parbhanicell 4890004147

distance 0.14

#5 · Parbhanicell 4890004682

distance 0.141

#6 · Parbhanicell 4890004088

distance 0.143

#7 · Jalnacell 4790000650

distance 0.144 · cross-district

#8 · Parbhanicell 4890004253

distance 0.146

#9 · Parbhanicell 4890004145

distance 0.152

#10 · Amravaticell 4680004682

distance 0.154 · cross-district

#11 · Jalnacell 4790000713

distance 0.155 · cross-district

#12 · Jalnacell 4790001140

distance 0.156 · cross-district

#13 · Chhatrapati Sambhajinagarcell 4690000824

distance 0.156 · cross-district

#14 · Jalnacell 4790000850

distance 0.157 · cross-district

#15 · Akolacell 4670004435

distance 0.157 · cross-district

#16 · Chhatrapati Sambhajinagarcell 4690002412

distance 0.158 · cross-district

#17 · Jalnacell 4790001280

distance 0.159 · cross-district

#18 · Jalnacell 4790001005

distance 0.161 · 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":4890004202}}}'

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.