Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890002084

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

0.091

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890003577

distance 0.091

#2 · Parbhanicell 4890003511

distance 0.097

#3 · Parbhanicell 4890001856

distance 0.098

#4 · Parbhanicell 4890002821

distance 0.109

#5 · Parbhanicell 4890002224

distance 0.112

#6 · Parbhanicell 4890001825

distance 0.118

#7 · Parbhanicell 4890001741

distance 0.119

#8 · Parbhanicell 4890002066

distance 0.12

#9 · Parbhanicell 4890002148

distance 0.125

#10 · Parbhanicell 4890002409

distance 0.126

#11 · Parbhanicell 4890002558

distance 0.127

#12 · Parbhanicell 4890002910

distance 0.13

#13 · Parbhanicell 4890003074

distance 0.133

#14 · Beedcell 4700007918

distance 0.133 · cross-district

#15 · Parbhanicell 4890002483

distance 0.134

#16 · Parbhanicell 4890003440

distance 0.135

#17 · Beedcell 4700008299

distance 0.136 · cross-district

#18 · Parbhanicell 4890003415

distance 0.137

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":4890002084}}}'

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.