Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890004239

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

0.125

lower = more alike (weighted)

The twins, closest first

#1 · Jalnacell 4790000993

distance 0.125 · cross-district

#2 · Parbhanicell 4890003961

distance 0.13

#3 · Parbhanicell 4890004901

distance 0.147

#4 · Parbhanicell 4890004229

distance 0.148

#5 · Parbhanicell 4890004213

distance 0.153

#6 · Parbhanicell 4890005389

distance 0.156

#7 · Buldhanacell 4720005374

distance 0.157 · cross-district

#8 · Akolacell 4670000283

distance 0.157 · cross-district

#9 · Parbhanicell 4890003723

distance 0.158

#10 · Buldhanacell 4720003732

distance 0.162 · cross-district

#11 · Nagpurcell 4840006259

distance 0.163 · cross-district

#12 · Jalnacell 4790003932

distance 0.163 · cross-district

#13 · Amravaticell 4680004304

distance 0.165 · cross-district

#14 · Buldhanacell 4720005575

distance 0.167 · cross-district

#15 · Parbhanicell 4890004757

distance 0.167

#16 · Amravaticell 4680002647

distance 0.168 · cross-district

#17 · Jalnacell 4790003840

distance 0.169 · cross-district

#18 · Parbhanicell 4890003947

distance 0.169

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":4890004239}}}'

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.