Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890003797

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 4890003796

distance 0.092

#2 · Jalnacell 4790000974

distance 0.1 · cross-district

#3 · Parbhanicell 4890003919

distance 0.11

#4 · Beedcell 4700007699

distance 0.114 · cross-district

#5 · Jalnacell 4790001632

distance 0.114 · cross-district

#6 · Jalnacell 4790000838

distance 0.122 · cross-district

#7 · Parbhanicell 4890003979

distance 0.122

#8 · Parbhanicell 4890003916

distance 0.123

#9 · Beedcell 4700007793

distance 0.126 · cross-district

#10 · Parbhanicell 4890004108

distance 0.132

#11 · Beedcell 4700007904

distance 0.133 · cross-district

#12 · Parbhanicell 4890003980

distance 0.138

#13 · Parbhanicell 4890003610

distance 0.14

#14 · Jalnacell 4790002624

distance 0.14 · cross-district

#15 · Jalnacell 4790001556

distance 0.142 · cross-district

#16 · Parbhanicell 4890002182

distance 0.143

#17 · Jalnacell 4790002881

distance 0.144 · cross-district

#18 · Parbhanicell 4890004107

distance 0.149

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":4890003797}}}'

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.