Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900011554

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 2 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.199

lower = more alike (weighted)

The twins, closest first

#1 · Ahmednagarcell 4660003904

distance 0.199 · cross-district

#2 · Punecell 4900011552

distance 0.217

#3 · Punecell 4900011947

distance 0.271

#4 · Punecell 4900010638

distance 0.277

#5 · Punecell 4900011354

distance 0.281

#6 · Ahmednagarcell 4660004550

distance 0.281 · cross-district

#7 · Punecell 4900007486

distance 0.325

#8 · Punecell 4900008081

distance 0.347

#9 · Punecell 4900011876

distance 0.348

#10 · Punecell 4900003686

distance 0.349

#11 · Punecell 4900008391

distance 0.354

#12 · Ahmednagarcell 4660004723

distance 0.354 · cross-district

#13 · Punecell 4900012281

distance 0.361

#14 · Punecell 4900001807

distance 0.38

#15 · Punecell 4900012149

distance 0.385

#16 · Punecell 4900011132

distance 0.39

#17 · Ahmednagarcell 4660004473

distance 0.39 · cross-district

#18 · Ahmednagarcell 4660006587

distance 0.392 · 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":4900011554}}}'

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.