Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890000671

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

0.097

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850003585

distance 0.097 · cross-district

#2 · Parbhanicell 4890000726

distance 0.107

#3 · Parbhanicell 4890000783

distance 0.112

#4 · Nandedcell 4850003503

distance 0.113 · cross-district

#5 · Laturcell 4810005996

distance 0.125 · cross-district

#6 · Laturcell 4810006058

distance 0.132 · cross-district

#7 · Nandedcell 4850001605

distance 0.136 · cross-district

#8 · Nandedcell 4850003339

distance 0.139 · cross-district

#9 · Parbhanicell 4890000782

distance 0.141

#10 · Laturcell 4810005998

distance 0.142 · cross-district

#11 · Nandedcell 4850002416

distance 0.146 · cross-district

#12 · Parbhanicell 4890001259

distance 0.146

#13 · Nandedcell 4850003336

distance 0.146 · cross-district

#14 · Laturcell 4810005493

distance 0.147 · cross-district

#15 · Nandedcell 4850003587

distance 0.149 · cross-district

#16 · Laturcell 4810006096

distance 0.149 · cross-district

#17 · Nandedcell 4850001833

distance 0.149 · cross-district

#18 · Nandedcell 4850003337

distance 0.149 · 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":4890000671}}}'

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.