Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900000855

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

0.373

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940007411

distance 0.373 · cross-district

#2 · Punecell 4900013263

distance 0.405

#3 · Sataracell 4940007937

distance 0.426 · cross-district

#4 · Sataracell 4940008275

distance 0.426 · cross-district

#5 · Thanecell 4970001777

distance 0.442 · cross-district

#6 · Sataracell 4940006982

distance 0.451 · cross-district

#7 · Punecell 4900000439

distance 0.458

#8 · Punecell 4900013264

distance 0.475

#9 · Punecell 4900000372

distance 0.487

#10 · Sataracell 4940008261

distance 0.487 · cross-district

#11 · Sataracell 4940007432

distance 0.49 · cross-district

#12 · Punecell 4900000630

distance 0.494

#13 · Punecell 4900012446

distance 0.496

#14 · Punecell 4900002825

distance 0.503

#15 · Sataracell 4940000696

distance 0.503 · cross-district

#16 · Punecell 4900000448

distance 0.504

#17 · Sataracell 4940008452

distance 0.504 · cross-district

#18 · Punecell 4900000370

distance 0.507

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":4900000855}}}'

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.