Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900005488

The MH-36 locality cells most similar to this Pune 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

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.306

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900003430

distance 0.306

#2 · Punecell 4900005627

distance 0.325

#3 · Punecell 4900004403

distance 0.339

#4 · Ahmednagarcell 4660005425

distance 0.343 · cross-district

#5 · Punecell 4900004974

distance 0.343

#6 · Punecell 4900004281

distance 0.346

#7 · Punecell 4900003181

distance 0.347

#8 · Punecell 4900007236

distance 0.35

#9 · Punecell 4900007503

distance 0.351

#10 · Punecell 4900004826

distance 0.356

#11 · Punecell 4900001144

distance 0.357

#12 · Ahmednagarcell 4660004418

distance 0.364 · cross-district

#13 · Punecell 4900002887

distance 0.364

#14 · Punecell 4900001021

distance 0.368

#15 · Punecell 4900011052

distance 0.374

#16 · Punecell 4900002123

distance 0.38

#17 · Punecell 4900002896

distance 0.38

#18 · Sataracell 4940007667

distance 0.381 · 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":490,"cluster_id":4900005488}}}'

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.