Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890004821

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 2 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.081

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890004822

distance 0.081

#2 · Parbhanicell 4890004735

distance 0.113

#3 · Parbhanicell 4890004866

distance 0.138

#4 · Parbhanicell 4890005003

distance 0.143

#5 · Parbhanicell 4890004394

distance 0.152

#6 · Parbhanicell 4890004405

distance 0.153

#7 · Parbhanicell 4890004411

distance 0.156

#8 · Parbhanicell 4890004731

distance 0.157

#9 · Parbhanicell 4890004342

distance 0.161

#10 · Parbhanicell 4890005048

distance 0.161

#11 · Parbhanicell 4890004341

distance 0.162

#12 · Parbhanicell 4890004686

distance 0.163

#13 · Parbhanicell 4890005002

distance 0.169

#14 · Parbhanicell 4890004875

distance 0.17

#15 · Parbhanicell 4890004991

distance 0.171

#16 · Parbhanicell 4890004415

distance 0.172

#17 · Chhatrapati Sambhajinagarcell 4690006482

distance 0.172 · cross-district

#18 · Parbhanicell 4890005045

distance 0.173

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":4890004821}}}'

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.