Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890003521

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 1 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.076

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890003457

distance 0.076

#2 · Parbhanicell 4890003395

distance 0.083

#3 · Parbhanicell 4890003582

distance 0.09

#4 · Parbhanicell 4890001920

distance 0.102

#5 · Parbhanicell 4890003184

distance 0.104

#6 · Parbhanicell 4890003006

distance 0.104

#7 · Parbhanicell 4890002839

distance 0.106

#8 · Parbhanicell 4890002996

distance 0.107

#9 · Parbhanicell 4890002837

distance 0.109

#10 · Parbhanicell 4890002346

distance 0.11

#11 · Parbhanicell 4890002926

distance 0.11

#12 · Parbhanicell 4890003525

distance 0.114

#13 · Parbhanicell 4890003458

distance 0.116

#14 · Parbhanicell 4890003588

distance 0.116

#15 · Parbhanicell 4890001853

distance 0.117

#16 · Parbhanicell 4890003456

distance 0.118

#17 · Parbhanicell 4890003315

distance 0.118

#18 · Parbhanicell 4890003388

distance 0.121

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":4890003521}}}'

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.