Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890004159

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

0.091

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890003910

distance 0.091

#2 · Parbhanicell 4890004037

distance 0.101

#3 · Parbhanicell 4890004035

distance 0.113

#4 · Parbhanicell 4890004036

distance 0.115

#5 · Parbhanicell 4890004694

distance 0.123

#6 · Parbhanicell 4890003890

distance 0.126

#7 · Hingolicell 4770000472

distance 0.132 · cross-district

#8 · Parbhanicell 4890004038

distance 0.135

#9 · Parbhanicell 4890003950

distance 0.135

#10 · Hingolicell 4770000418

distance 0.136 · cross-district

#11 · Parbhanicell 4890004643

distance 0.137

#12 · Parbhanicell 4890003959

distance 0.142

#13 · Parbhanicell 4890004691

distance 0.143

#14 · Parbhanicell 4890004630

distance 0.145

#15 · Parbhanicell 4890003889

distance 0.146

#16 · Parbhanicell 4890004136

distance 0.15

#17 · Parbhanicell 4890003972

distance 0.151

#18 · Hingolicell 4770000474

distance 0.151 · 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":4890004159}}}'

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.