Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900001843

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 6 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.221

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900004569

distance 0.221

#2 · Sataracell 4940007061

distance 0.273 · cross-district

#3 · Solapurcell 4960000776

distance 0.273 · cross-district

#4 · Punecell 4900001734

distance 0.274

#5 · Sanglicell 4930006735

distance 0.274 · cross-district

#6 · Punecell 4900001428

distance 0.28

#7 · Punecell 4900003577

distance 0.288

#8 · Punecell 4900001673

distance 0.293

#9 · Punecell 4900002175

distance 0.296

#10 · Punecell 4900003327

distance 0.298

#11 · Punecell 4900002765

distance 0.299

#12 · Punecell 4900002911

distance 0.3

#13 · Sanglicell 4930007071

distance 0.3 · cross-district

#14 · Solapurcell 4960006489

distance 0.301 · cross-district

#15 · Sataracell 4940007723

distance 0.303 · cross-district

#16 · Nashikcell 4870007758

distance 0.305 · cross-district

#17 · Nandurbarcell 4860002771

distance 0.305 · cross-district

#18 · Punecell 4900002912

distance 0.306

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":4900001843}}}'

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.