Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890004457

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 1 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.034

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890004350

distance 0.034

#2 · Parbhanicell 4890004761

distance 0.036

#3 · Parbhanicell 4890004673

distance 0.036

#4 · Parbhanicell 4890004722

distance 0.039

#5 · Parbhanicell 4890004597

distance 0.039

#6 · Parbhanicell 4890004723

distance 0.039

#7 · Parbhanicell 4890004773

distance 0.039

#8 · Parbhanicell 4890004497

distance 0.044

#9 · Parbhanicell 4890004407

distance 0.044

#10 · Parbhanicell 4890004191

distance 0.044

#11 · Parbhanicell 4890004346

distance 0.046

#12 · Parbhanicell 4890004364

distance 0.048

#13 · Parbhanicell 4890004295

distance 0.048

#14 · Parbhanicell 4890004720

distance 0.049

#15 · Parbhanicell 4890004314

distance 0.049

#16 · Parbhanicell 4890004197

distance 0.05

#17 · Parbhanicell 4890004249

distance 0.05

#18 · Parbhanicell 4890004032

distance 0.05

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":4890004457}}}'

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.