Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890004253

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 1 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.063

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890003968

distance 0.063

#2 · Parbhanicell 4890003722

distance 0.102

#3 · Parbhanicell 4890004149

distance 0.104

#4 · Parbhanicell 4890004211

distance 0.113

#5 · Parbhanicell 4890003897

distance 0.118

#6 · Parbhanicell 4890003642

distance 0.121

#7 · Parbhanicell 4890003662

distance 0.126

#8 · Parbhanicell 4890004682

distance 0.128

#9 · Parbhanicell 4890003645

distance 0.128

#10 · Parbhanicell 4890004085

distance 0.129

#11 · Parbhanicell 4890003905

distance 0.13

#12 · Parbhanicell 4890003906

distance 0.134

#13 · Parbhanicell 4890003717

distance 0.135

#14 · Parbhanicell 4890003651

distance 0.137

#15 · Parbhanicell 4890004021

distance 0.139

#16 · Parbhanicell 4890005184

distance 0.141

#17 · Parbhanicell 4890002111

distance 0.141

#18 · Parbhanicell 4890003847

distance 0.143

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":4890004253}}}'

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.