Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900001860

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 10 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.395

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900002012

distance 0.395

#2 · Nashikcell 4870003099

distance 0.431 · cross-district

#3 · Nashikcell 4870002842

distance 0.447 · cross-district

#4 · Dharashivcell 4880000892

distance 0.468 · cross-district

#5 · Sataracell 4940004828

distance 0.477 · cross-district

#6 · Sataracell 4940006689

distance 0.486 · cross-district

#7 · Kolhapurcell 4800004617

distance 0.488 · cross-district

#8 · Sataracell 4940004346

distance 0.494 · cross-district

#9 · Nashikcell 4870001561

distance 0.497 · cross-district

#10 · Beedcell 4700001053

distance 0.515 · cross-district

#11 · Ahmednagarcell 4660005241

distance 0.521 · cross-district

#12 · Sataracell 4940007544

distance 0.537 · cross-district

#13 · Sanglicell 4930000293

distance 0.547 · cross-district

#14 · Punecell 4900004989

distance 0.547

#15 · Solapurcell 4960008048

distance 0.551 · cross-district

#16 · Sataracell 4940000773

distance 0.556 · cross-district

#17 · Nashikcell 4870007636

distance 0.562 · cross-district

#18 · Bhandaracell 4710002077

distance 0.563 · 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":4900001860}}}'

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.