Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890004161

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.052

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890003983

distance 0.052

#2 · Parbhanicell 4890003792

distance 0.07

#3 · Parbhanicell 4890003793

distance 0.07

#4 · Parbhanicell 4890003608

distance 0.075

#5 · Parbhanicell 4890003733

distance 0.075

#6 · Jalnacell 4790001627

distance 0.077 · cross-district

#7 · Parbhanicell 4890004045

distance 0.078

#8 · Parbhanicell 4890004162

distance 0.081

#9 · Jalnacell 4790001474

distance 0.082 · cross-district

#10 · Parbhanicell 4890003918

distance 0.084

#11 · Parbhanicell 4890003730

distance 0.084

#12 · Jalnacell 4790001706

distance 0.087 · cross-district

#13 · Parbhanicell 4890004046

distance 0.09

#14 · Parbhanicell 4890003729

distance 0.091

#15 · Jalnacell 4790000495

distance 0.092 · cross-district

#16 · Parbhanicell 4890003612

distance 0.097

#17 · Parbhanicell 4890003920

distance 0.098

#18 · Jalnacell 4790001629

distance 0.098 · 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":4890004161}}}'

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.