Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900002011

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 9 distinct districts

Index confidence

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.45

lower = more alike (weighted)

The twins, closest first

#1 · Nashikcell 4870002504

distance 0.45 · cross-district

#2 · Beedcell 4700005549

distance 0.457 · cross-district

#3 · Punecell 4900001714

distance 0.479

#4 · Sataracell 4940000602

distance 0.485 · cross-district

#5 · Sataracell 4940004347

distance 0.489 · cross-district

#6 · Ahmednagarcell 4660005925

distance 0.508 · cross-district

#7 · Nashikcell 4870001468

distance 0.511 · cross-district

#8 · Ahmednagarcell 4660005036

distance 0.511 · cross-district

#9 · Nashikcell 4870002722

distance 0.513 · cross-district

#10 · Buldhanacell 4720004311

distance 0.518 · cross-district

#11 · Nashikcell 4870005265

distance 0.519 · cross-district

#12 · Kolhapurcell 4800004275

distance 0.52 · cross-district

#13 · Chandrapurcell 4730003247

distance 0.523 · cross-district

#14 · Ahmednagarcell 4660005580

distance 0.528 · cross-district

#15 · Ahmednagarcell 4660005240

distance 0.536 · cross-district

#16 · Chhatrapati Sambhajinagarcell 4690003405

distance 0.536 · cross-district

#17 · Sataracell 4940004345

distance 0.539 · cross-district

#18 · Punecell 4900001859

distance 0.545

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":4900002011}}}'

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.