Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890003213

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

0.033

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890003483

distance 0.033

#2 · Jalnacell 4790000250

distance 0.05 · cross-district

#3 · Parbhanicell 4890003289

distance 0.053

#4 · Jalnacell 4790000173

distance 0.058 · cross-district

#5 · Parbhanicell 4890003122

distance 0.06

#6 · Parbhanicell 4890002961

distance 0.067

#7 · Parbhanicell 4890002795

distance 0.069

#8 · Beedcell 4700008190

distance 0.086 · cross-district

#9 · Parbhanicell 4890002140

distance 0.088

#10 · Parbhanicell 4890003210

distance 0.091

#11 · Parbhanicell 4890001806

distance 0.1

#12 · Parbhanicell 4890001637

distance 0.104

#13 · Beedcell 4700008202

distance 0.105 · cross-district

#14 · Parbhanicell 4890002970

distance 0.108

#15 · Parbhanicell 4890003416

distance 0.109

#16 · Parbhanicell 4890002978

distance 0.111

#17 · Parbhanicell 4890003279

distance 0.112

#18 · Beedcell 4700008191

distance 0.113 · 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":4890003213}}}'

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.