Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890003629

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

0.171

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890004802

distance 0.171

#2 · Parbhanicell 4890004127

distance 0.183

#3 · Parbhanicell 4890004273

distance 0.186

#4 · Parbhanicell 4890003692

distance 0.187

#5 · Parbhanicell 4890003694

distance 0.189

#6 · Parbhanicell 4890004435

distance 0.191

#7 · Parbhanicell 4890003893

distance 0.193

#8 · Parbhanicell 4890003773

distance 0.194

#9 · Parbhanicell 4890003633

distance 0.195

#10 · Parbhanicell 4890004478

distance 0.195

#11 · Parbhanicell 4890004282

distance 0.195

#12 · Jalnacell 4790003239

distance 0.196 · cross-district

#13 · Jalnacell 4790004036

distance 0.197 · cross-district

#14 · Parbhanicell 4890004520

distance 0.2

#15 · Parbhanicell 4890004133

distance 0.2

#16 · Parbhanicell 4890004065

distance 0.201

#17 · Jalnacell 4790004035

distance 0.201 · cross-district

#18 · Parbhanicell 4890004217

distance 0.202

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":4890003629}}}'

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.