Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900001015

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 5 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.339

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900001055

distance 0.339

#2 · Ahmednagarcell 4660003316

distance 0.358 · cross-district

#3 · Punecell 4900006022

distance 0.363

#4 · Punecell 4900012408

distance 0.364

#5 · Sataracell 4940000543

distance 0.369 · cross-district

#6 · Nashikcell 4870005559

distance 0.376 · cross-district

#7 · Punecell 4900009813

distance 0.384

#8 · Ahmednagarcell 4660012487

distance 0.386 · cross-district

#9 · Sataracell 4940006920

distance 0.39 · cross-district

#10 · Ahmednagarcell 4660007886

distance 0.391 · cross-district

#11 · Nashikcell 4870007745

distance 0.395 · cross-district

#12 · Sataracell 4940007760

distance 0.397 · cross-district

#13 · Ahmednagarcell 4660004766

distance 0.403 · cross-district

#14 · Punecell 4900005389

distance 0.408

#15 · Solapurcell 4960004068

distance 0.409 · cross-district

#16 · Punecell 4900009293

distance 0.413

#17 · Ahmednagarcell 4660004064

distance 0.414 · cross-district

#18 · Ahmednagarcell 4660006386

distance 0.418 · 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":4900001015}}}'

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.