Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890004482

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.087

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890004385

distance 0.087

#2 · Parbhanicell 4890003997

distance 0.099

#3 · Parbhanicell 4890005065

distance 0.101

#4 · Parbhanicell 4890004613

distance 0.102

#5 · Parbhanicell 4890004119

distance 0.104

#6 · Parbhanicell 4890003877

distance 0.108

#7 · Parbhanicell 4890004704

distance 0.108

#8 · Parbhanicell 4890004840

distance 0.109

#9 · Parbhanicell 4890004332

distance 0.11

#10 · Jalnacell 4790002566

distance 0.112 · cross-district

#11 · Parbhanicell 4890004121

distance 0.112

#12 · Parbhanicell 4890003875

distance 0.112

#13 · Parbhanicell 4890005104

distance 0.113

#14 · Parbhanicell 4890004323

distance 0.114

#15 · Parbhanicell 4890005340

distance 0.115

#16 · Parbhanicell 4890003803

distance 0.116

#17 · Parbhanicell 4890003941

distance 0.117

#18 · Parbhanicell 4890004652

distance 0.118

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":4890004482}}}'

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.