Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890003921

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

0.05

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890003922

distance 0.05

#2 · Jalnacell 4790000983

distance 0.061 · cross-district

#3 · Parbhanicell 4890003791

distance 0.078

#4 · Parbhanicell 4890003920

distance 0.079

#5 · Parbhanicell 4890004045

distance 0.083

#6 · Jalnacell 4790001050

distance 0.089 · cross-district

#7 · Parbhanicell 4890003730

distance 0.09

#8 · Jalnacell 4790000361

distance 0.094 · cross-district

#9 · Parbhanicell 4890003918

distance 0.096

#10 · Parbhanicell 4890003611

distance 0.096

#11 · Parbhanicell 4890003671

distance 0.097

#12 · Jalnacell 4790000496

distance 0.097 · cross-district

#13 · Parbhanicell 4890004162

distance 0.098

#14 · Parbhanicell 4890003793

distance 0.098

#15 · Parbhanicell 4890003729

distance 0.099

#16 · Parbhanicell 4890003792

distance 0.101

#17 · Parbhanicell 4890004046

distance 0.102

#18 · Jalnacell 4790001395

distance 0.104 · 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":4890003921}}}'

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.