Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890003618

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

0.071

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890003803

distance 0.071

#2 · Parbhanicell 4890004378

distance 0.082

#3 · Parbhanicell 4890004938

distance 0.1

#4 · Jalnacell 4790003326

distance 0.103 · cross-district

#5 · Beedcell 4700006703

distance 0.108 · cross-district

#6 · Parbhanicell 4890003621

distance 0.119

#7 · Parbhanicell 4890003739

distance 0.12

#8 · Parbhanicell 4890004569

distance 0.121

#9 · Parbhanicell 4890004426

distance 0.121

#10 · Parbhanicell 4890004008

distance 0.123

#11 · Parbhanicell 4890004425

distance 0.129

#12 · Jalnacell 4790003072

distance 0.13 · cross-district

#13 · Parbhanicell 4890004377

distance 0.134

#14 · Parbhanicell 4890004704

distance 0.134

#15 · Jalnacell 4790002232

distance 0.135 · cross-district

#16 · Parbhanicell 4890004048

distance 0.135

#17 · Parbhanicell 4890004217

distance 0.137

#18 · Parbhanicell 4890004891

distance 0.137

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":4890003618}}}'

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.