Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900000647

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

0.303

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900002862

distance 0.303

#2 · Sataracell 4940008881

distance 0.309 · cross-district

#3 · Punecell 4900002584

distance 0.309

#4 · Punecell 4900000653

distance 0.322

#5 · Sataracell 4940007537

distance 0.326 · cross-district

#6 · Punecell 4900002427

distance 0.332

#7 · Punecell 4900000315

distance 0.332

#8 · Punecell 4900003010

distance 0.333

#9 · Punecell 4900002875

distance 0.338

#10 · Sataracell 4940008704

distance 0.341 · cross-district

#11 · Sataracell 4940008647

distance 0.345 · cross-district

#12 · Punecell 4900002724

distance 0.348

#13 · Sataracell 4940007339

distance 0.348 · cross-district

#14 · Punecell 4900000455

distance 0.348

#15 · Sataracell 4940008380

distance 0.349 · cross-district

#16 · Punecell 4900002119

distance 0.35

#17 · Punecell 4900002877

distance 0.352

#18 · Punecell 4900003550

distance 0.352

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":4900000647}}}'

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.