Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890001467

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 5 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.3

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850004655

distance 0.3 · cross-district

#2 · Nandedcell 4850004385

distance 0.309 · cross-district

#3 · Parbhanicell 4890001542

distance 0.32

#4 · Parbhanicell 4890001458

distance 0.321

#5 · Parbhanicell 4890001541

distance 0.33

#6 · Laturcell 4810005801

distance 0.34 · cross-district

#7 · Ahmednagarcell 4660011119

distance 0.353 · cross-district

#8 · Nandedcell 4850005001

distance 0.356 · cross-district

#9 · Parbhanicell 4890000150

distance 0.36

#10 · Nandedcell 4850004661

distance 0.365 · cross-district

#11 · Laturcell 4810005438

distance 0.372 · cross-district

#12 · Laturcell 4810005649

distance 0.375 · cross-district

#13 · Nandedcell 4850004660

distance 0.379 · cross-district

#14 · Laturcell 4810005820

distance 0.381 · cross-district

#15 · Nandedcell 4850004662

distance 0.39 · cross-district

#16 · Nandedcell 4850003397

distance 0.391 · cross-district

#17 · Ahmednagarcell 4660001407

distance 0.396 · cross-district

#18 · Beedcell 4700005463

distance 0.397 · 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":4890001467}}}'

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.