Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890004896

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.092

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890004835

distance 0.092

#2 · Parbhanicell 4890004894

distance 0.093

#3 · Parbhanicell 4890003614

distance 0.102

#4 · Parbhanicell 4890004385

distance 0.103

#5 · Parbhanicell 4890004565

distance 0.106

#6 · Parbhanicell 4890004941

distance 0.106

#7 · Jalnacell 4790004179

distance 0.107 · cross-district

#8 · Parbhanicell 4890005068

distance 0.11

#9 · Parbhanicell 4890005442

distance 0.11

#10 · Parbhanicell 4890005427

distance 0.111

#11 · Parbhanicell 4890004332

distance 0.115

#12 · Parbhanicell 4890004435

distance 0.117

#13 · Parbhanicell 4890004008

distance 0.117

#14 · Jalnacell 4790002232

distance 0.119 · cross-district

#15 · Parbhanicell 4890004236

distance 0.119

#16 · Parbhanicell 4890004563

distance 0.121

#17 · Beedcell 4700004307

distance 0.123 · cross-district

#18 · Parbhanicell 4890004652

distance 0.124

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":4890004896}}}'

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.