Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900001380

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 4 distinct districts

Index confidence

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.305

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900004234

distance 0.305

#2 · Punecell 4900004232

distance 0.366

#3 · Punecell 4900004092

distance 0.412

#4 · Punecell 4900003812

distance 0.424

#5 · Gondiacell 4760003811

distance 0.436 · cross-district

#6 · Punecell 4900006452

distance 0.449

#7 · Punecell 4900007690

distance 0.451

#8 · Punecell 4900005454

distance 0.463

#9 · Punecell 4900004644

distance 0.482

#10 · Punecell 4900007452

distance 0.482

#11 · Punecell 4900003671

distance 0.486

#12 · Gondiacell 4760004057

distance 0.496 · cross-district

#13 · Punecell 4900006708

distance 0.505

#14 · Punecell 4900007202

distance 0.506

#15 · Punecell 4900006817

distance 0.514

#16 · Thanecell 4970001043

distance 0.52 · cross-district

#17 · Thanecell 4970001221

distance 0.529 · cross-district

#18 · Sataracell 4940003411

distance 0.536 · 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":4900001380}}}'

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.