Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890000725

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 3 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.043

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890000782

distance 0.043

#2 · Parbhanicell 4890000840

distance 0.046

#3 · Parbhanicell 4890000512

distance 0.078

#4 · Parbhanicell 4890000670

distance 0.082

#5 · Parbhanicell 4890000615

distance 0.085

#6 · Parbhanicell 4890000841

distance 0.087

#7 · Parbhanicell 4890000669

distance 0.087

#8 · Parbhanicell 4890000727

distance 0.092

#9 · Parbhanicell 4890000785

distance 0.093

#10 · Parbhanicell 4890000726

distance 0.096

#11 · Parbhanicell 4890000783

distance 0.097

#12 · Laturcell 4810005727

distance 0.102 · cross-district

#13 · Laturcell 4810006028

distance 0.111 · cross-district

#14 · Laturcell 4810005496

distance 0.112 · cross-district

#15 · Nandedcell 4850001453

distance 0.113 · cross-district

#16 · Laturcell 4810005899

distance 0.113 · cross-district

#17 · Laturcell 4810005821

distance 0.116 · cross-district

#18 · Laturcell 4810005995

distance 0.118 · 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":4890000725}}}'

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.