Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900001130

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 11 distinct districts

Index confidence

0.89

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.177

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940008959

distance 0.177 · cross-district

#2 · Punecell 4900001131

distance 0.447

#3 · Kolhapurcell 4800006469

distance 0.598 · cross-district

#4 · Jalgaoncell 4780004389

distance 0.655 · cross-district

#5 · Nagpurcell 4840000342

distance 0.677 · cross-district

#6 · Buldhanacell 4720005717

distance 0.691 · cross-district

#7 · Nagpurcell 4840001269

distance 0.692 · cross-district

#8 · Dharashivcell 4880002575

distance 0.701 · cross-district

#9 · Raigadcell 4910001705

distance 0.721 · cross-district

#10 · Kolhapurcell 4800002373

distance 0.723 · cross-district

#11 · Punecell 4900013360

distance 0.734

#12 · Dharashivcell 4880005946

distance 0.744 · cross-district

#13 · Nagpurcell 4840000980

distance 0.765 · cross-district

#14 · Chhatrapati Sambhajinagarcell 4690000330

distance 0.767 · cross-district

#15 · Nagpurcell 4840006831

distance 0.769 · cross-district

#16 · Jalnacell 4790001573

distance 0.785 · cross-district

#17 · Gadchirolicell 4750000023

distance 0.792 · cross-district

#18 · Buldhanacell 4720001250

distance 0.8 · 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":4900001130}}}'

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.