Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890000158

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.065

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890000357

distance 0.065

#2 · Parbhanicell 4890000197

distance 0.108

#3 · Parbhanicell 4890000719

distance 0.113

#4 · Parbhanicell 4890000278

distance 0.119

#5 · Parbhanicell 4890000275

distance 0.123

#6 · Parbhanicell 4890000277

distance 0.123

#7 · Parbhanicell 4890000425

distance 0.123

#8 · Nandedcell 4850001681

distance 0.124 · cross-district

#9 · Parbhanicell 4890000508

distance 0.126

#10 · Nandedcell 4850001606

distance 0.127 · cross-district

#11 · Parbhanicell 4890000121

distance 0.128

#12 · Laturcell 4810005962

distance 0.133 · cross-district

#13 · Parbhanicell 4890001200

distance 0.135

#14 · Parbhanicell 4890000503

distance 0.135

#15 · Nandedcell 4850001533

distance 0.136 · cross-district

#16 · Parbhanicell 4890000389

distance 0.136

#17 · Parbhanicell 4890000319

distance 0.136

#18 · Laturcell 4810005440

distance 0.137 · 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":4890000158}}}'

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.