Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900000875

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.317

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940007538

distance 0.317 · cross-district

#2 · Punecell 4900013192

distance 0.383

#3 · Sataracell 4940008357

distance 0.386 · cross-district

#4 · Sataracell 4940008058

distance 0.403 · cross-district

#5 · Punecell 4900000526

distance 0.408

#6 · Sataracell 4940008352

distance 0.426 · cross-district

#7 · Sataracell 4940008363

distance 0.429 · cross-district

#8 · Nashikcell 4870008488

distance 0.432 · cross-district

#9 · Punecell 4900013290

distance 0.437

#10 · Sataracell 4940007738

distance 0.442 · cross-district

#11 · Sataracell 4940008361

distance 0.443 · cross-district

#12 · Sataracell 4940006443

distance 0.446 · cross-district

#13 · Punecell 4900013191

distance 0.447

#14 · Sataracell 4940008244

distance 0.448 · cross-district

#15 · Punecell 4900013316

distance 0.453

#16 · Sataracell 4940004210

distance 0.457 · cross-district

#17 · Punecell 4900013019

distance 0.458

#18 · Punecell 4900000370

distance 0.459

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":4900000875}}}'

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.