Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890003051

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.136

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890002145

distance 0.136

#2 · Parbhanicell 4890003203

distance 0.144

#3 · Jalnacell 4790000172

distance 0.183 · cross-district

#4 · Solapurcell 4960005480

distance 0.187 · cross-district

#5 · Jalnacell 4790000135

distance 0.187 · cross-district

#6 · Beedcell 4700009006

distance 0.188 · cross-district

#7 · Chhatrapati Sambhajinagarcell 4690004697

distance 0.189 · cross-district

#8 · Parbhanicell 4890003351

distance 0.192

#9 · Parbhanicell 4890002713

distance 0.198

#10 · Parbhanicell 4890003087

distance 0.2

#11 · Beedcell 4700000303

distance 0.202 · cross-district

#12 · Parbhanicell 4890004228

distance 0.202

#13 · Beedcell 4700001305

distance 0.206 · cross-district

#14 · Jalnacell 4790000350

distance 0.207 · cross-district

#15 · Jalnacell 4790000658

distance 0.207 · cross-district

#16 · Solapurcell 4960006023

distance 0.208 · cross-district

#17 · Parbhanicell 4890003359

distance 0.209

#18 · Chhatrapati Sambhajinagarcell 4690004964

distance 0.211 · 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":4890003051}}}'

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.