Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890003770

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 4 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.12

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890004803

distance 0.12

#2 · Parbhanicell 4890003849

distance 0.151

#3 · Jalnacell 4790002732

distance 0.152 · cross-district

#4 · Parbhanicell 4890005107

distance 0.156

#5 · Parbhanicell 4890004373

distance 0.158

#6 · Jalnacell 4790003515

distance 0.167 · cross-district

#7 · Parbhanicell 4890003938

distance 0.17

#8 · Jalnacell 4790003006

distance 0.179 · cross-district

#9 · Parbhanicell 4890004096

distance 0.18

#10 · Parbhanicell 4890003714

distance 0.184

#11 · Buldhanacell 4720005710

distance 0.185 · cross-district

#12 · Jalnacell 4790003433

distance 0.185 · cross-district

#13 · Jalnacell 4790003861

distance 0.186 · cross-district

#14 · Buldhanacell 4720006229

distance 0.188 · cross-district

#15 · Parbhanicell 4890004254

distance 0.19

#16 · Jalnacell 4790003260

distance 0.192 · cross-district

#17 · Buldhanacell 4720005890

distance 0.193 · cross-district

#18 · Akolacell 4670000676

distance 0.195 · 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":4890003770}}}'

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.