Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890002713

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 3 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.151

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890003590

distance 0.151

#2 · Parbhanicell 4890003207

distance 0.155

#3 · Beedcell 4700008022

distance 0.159 · cross-district

#4 · Parbhanicell 4890002889

distance 0.16

#5 · Parbhanicell 4890001666

distance 0.164

#6 · Parbhanicell 4890003203

distance 0.173

#7 · Parbhanicell 4890003571

distance 0.174

#8 · Beedcell 4700008109

distance 0.174 · cross-district

#9 · Parbhanicell 4890003185

distance 0.179

#10 · Beedcell 4700008259

distance 0.18 · cross-district

#11 · Beedcell 4700008201

distance 0.185 · cross-district

#12 · Parbhanicell 4890002092

distance 0.189

#13 · Parbhanicell 4890003351

distance 0.19

#14 · Parbhanicell 4890001829

distance 0.194

#15 · Solapurcell 4960005476

distance 0.197 · cross-district

#16 · Beedcell 4700008350

distance 0.198 · cross-district

#17 · Parbhanicell 4890003051

distance 0.198

#18 · Beedcell 4700001450

distance 0.198 · 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":4890002713}}}'

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.