Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890003914

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 5 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.15

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770000680

distance 0.15 · cross-district

#2 · Hingolicell 4770000160

distance 0.213 · cross-district

#3 · Hingolicell 4770000858

distance 0.225 · cross-district

#4 · Parbhanicell 4890002526

distance 0.225

#5 · Akolacell 4670003427

distance 0.232 · cross-district

#6 · Parbhanicell 4890002602

distance 0.232

#7 · Jalgaoncell 4780003193

distance 0.233 · cross-district

#8 · Buldhanacell 4720006153

distance 0.238 · cross-district

#9 · Jalgaoncell 4780003311

distance 0.241 · cross-district

#10 · Parbhanicell 4890002113

distance 0.244

#11 · Hingolicell 4770003461

distance 0.249 · cross-district

#12 · Akolacell 4670000948

distance 0.249 · cross-district

#13 · Jalgaoncell 4780003950

distance 0.25 · cross-district

#14 · Buldhanacell 4720006515

distance 0.251 · cross-district

#15 · Parbhanicell 4890002609

distance 0.252

#16 · Buldhanacell 4720004028

distance 0.253 · cross-district

#17 · Jalgaoncell 4780003739

distance 0.254 · cross-district

#18 · Hingolicell 4770002666

distance 0.254 · 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":4890003914}}}'

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.