Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890000973

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

0.113

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890000971

distance 0.113

#2 · Parbhanicell 4890001218

distance 0.116

#3 · Parbhanicell 4890000730

distance 0.117

#4 · Parbhanicell 4890000970

distance 0.125

#5 · Parbhanicell 4890001575

distance 0.133

#6 · Parbhanicell 4890001560

distance 0.136

#7 · Parbhanicell 4890003800

distance 0.138

#8 · Beedcell 4700004656

distance 0.138 · cross-district

#9 · Parbhanicell 4890003995

distance 0.138

#10 · Parbhanicell 4890001029

distance 0.138

#11 · Beedcell 4700006465

distance 0.14 · cross-district

#12 · Beedcell 4700006865

distance 0.143 · cross-district

#13 · Parbhanicell 4890000514

distance 0.146

#14 · Parbhanicell 4890004565

distance 0.146

#15 · Parbhanicell 4890003401

distance 0.146

#16 · Beedcell 4700004142

distance 0.147 · cross-district

#17 · Parbhanicell 4890002660

distance 0.147

#18 · Beedcell 4700006931

distance 0.148 · cross-district

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":4890000973}}}'

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.