Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890002710

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

0.044

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700008297

distance 0.044 · cross-district

#2 · Parbhanicell 4890002717

distance 0.059

#3 · Parbhanicell 4890003199

distance 0.063

#4 · Parbhanicell 4890002794

distance 0.067

#5 · Beedcell 4700008007

distance 0.073 · cross-district

#6 · Parbhanicell 4890001720

distance 0.075

#7 · Beedcell 4700008300

distance 0.078 · cross-district

#8 · Beedcell 4700007737

distance 0.078 · cross-district

#9 · Parbhanicell 4890002883

distance 0.079

#10 · Beedcell 4700008114

distance 0.08 · cross-district

#11 · Beedcell 4700007741

distance 0.08 · cross-district

#12 · Parbhanicell 4890001805

distance 0.081

#13 · Parbhanicell 4890002879

distance 0.082

#14 · Parbhanicell 4890002968

distance 0.082

#15 · Beedcell 4700008469

distance 0.085 · cross-district

#16 · Beedcell 4700008020

distance 0.086 · cross-district

#17 · Beedcell 4700008295

distance 0.086 · cross-district

#18 · Beedcell 4700008471

distance 0.088 · 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":4890002710}}}'

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.