Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890001643

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 6 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.108

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890002903

distance 0.108

#2 · Parbhanicell 4890002498

distance 0.139

#3 · Parbhanicell 4890002335

distance 0.148

#4 · Beedcell 4700006817

distance 0.15 · cross-district

#5 · Parbhanicell 4890001728

distance 0.157

#6 · Parbhanicell 4890002391

distance 0.159

#7 · Beedcell 4700008515

distance 0.16 · cross-district

#8 · Dharashivcell 4880001789

distance 0.16 · cross-district

#9 · Dharashivcell 4880006430

distance 0.166 · cross-district

#10 · Dharashivcell 4880001535

distance 0.168 · cross-district

#11 · Parbhanicell 4890001821

distance 0.173

#12 · Washimcell 4990000239

distance 0.174 · cross-district

#13 · Parbhanicell 4890003594

distance 0.175

#14 · Jalgaoncell 4780000390

distance 0.178 · cross-district

#15 · Beedcell 4700000300

distance 0.178 · cross-district

#16 · Solapurcell 4960009839

distance 0.178 · cross-district

#17 · Beedcell 4700006687

distance 0.179 · cross-district

#18 · Beedcell 4700006427

distance 0.181 · 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":4890001643}}}'

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.