Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900012980

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 8 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.324

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900013362

distance 0.324

#2 · Punecell 4900013375

distance 0.417

#3 · Sataracell 4940008052

distance 0.446 · cross-district

#4 · Punecell 4900013196

distance 0.45

#5 · Sataracell 4940007637

distance 0.459 · cross-district

#6 · Chhatrapati Sambhajinagarcell 4690003523

distance 0.463 · cross-district

#7 · Akolacell 4670002053

distance 0.468 · cross-district

#8 · Punecell 4900013295

distance 0.468

#9 · Solapurcell 4960004225

distance 0.471 · cross-district

#10 · Sataracell 4940003596

distance 0.474 · cross-district

#11 · Punecell 4900006744

distance 0.478

#12 · Sataracell 4940007618

distance 0.478 · cross-district

#13 · Punecell 4900006178

distance 0.48

#14 · Solapurcell 4960002982

distance 0.482 · cross-district

#15 · Bhandaracell 4710002023

distance 0.483 · cross-district

#16 · Punecell 4900012923

distance 0.485

#17 · Nashikcell 4870003217

distance 0.487 · cross-district

#18 · Nagpurcell 4840003853

distance 0.487 · 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":4900012980}}}'

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.