Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890002716

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

0.101

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700007647

distance 0.101 · cross-district

#2 · Parbhanicell 4890003541

distance 0.109

#3 · Beedcell 4700007374

distance 0.113 · cross-district

#4 · Parbhanicell 4890003042

distance 0.125

#5 · Parbhanicell 4890003414

distance 0.127

#6 · Parbhanicell 4890003277

distance 0.128

#7 · Parbhanicell 4890002919

distance 0.128

#8 · Parbhanicell 4890003481

distance 0.13

#9 · Parbhanicell 4890001846

distance 0.13

#10 · Parbhanicell 4890003479

distance 0.131

#11 · Parbhanicell 4890003485

distance 0.132

#12 · Parbhanicell 4890002817

distance 0.133

#13 · Parbhanicell 4890003484

distance 0.133

#14 · Parbhanicell 4890002403

distance 0.134

#15 · Beedcell 4700008117

distance 0.135 · cross-district

#16 · Parbhanicell 4890003128

distance 0.136

#17 · Parbhanicell 4890003477

distance 0.136

#18 · Parbhanicell 4890001722

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":4890002716}}}'

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.