Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890004427

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 6 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.13

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890004118

distance 0.13

#2 · Beedcell 4700007142

distance 0.14 · cross-district

#3 · Jalnacell 4790001810

distance 0.141 · cross-district

#4 · Nagpurcell 4840003091

distance 0.149 · cross-district

#5 · Buldhanacell 4720006983

distance 0.15 · cross-district

#6 · Parbhanicell 4890005307

distance 0.151

#7 · Parbhanicell 4890004621

distance 0.152

#8 · Parbhanicell 4890003766

distance 0.154

#9 · Beedcell 4700007146

distance 0.155 · cross-district

#10 · Beedcell 4700007430

distance 0.156 · cross-district

#11 · Parbhanicell 4890004671

distance 0.156

#12 · Beedcell 4700007053

distance 0.156 · cross-district

#13 · Beedcell 4700007712

distance 0.157 · cross-district

#14 · Beedcell 4700006552

distance 0.158 · cross-district

#15 · Jalnacell 4790003607

distance 0.162 · cross-district

#16 · Solapurcell 4960005739

distance 0.162 · cross-district

#17 · Jalnacell 4790002227

distance 0.168 · cross-district

#18 · Jalnacell 4790004172

distance 0.168 · 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":4890004427}}}'

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.