Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900001714

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

0.4

lower = more alike (weighted)

The twins, closest first

#1 · Ahmednagarcell 4660005581

distance 0.4 · cross-district

#2 · Nashikcell 4870005265

distance 0.408 · cross-district

#3 · Solapurcell 4960007928

distance 0.42 · cross-district

#4 · Sataracell 4940004826

distance 0.435 · cross-district

#5 · Sanglicell 4930000251

distance 0.438 · cross-district

#6 · Sataracell 4940004705

distance 0.44 · cross-district

#7 · Chhatrapati Sambhajinagarcell 4690003405

distance 0.448 · cross-district

#8 · Punecell 4900001859

distance 0.45

#9 · Jalgaoncell 4780005892

distance 0.456 · cross-district

#10 · Ahmednagarcell 4660004946

distance 0.46 · cross-district

#11 · Sataracell 4940004464

distance 0.466 · cross-district

#12 · Punecell 4900002011

distance 0.479

#13 · Jalgaoncell 4780003284

distance 0.482 · cross-district

#14 · Ahmednagarcell 4660009223

distance 0.494 · cross-district

#15 · Ahmednagarcell 4660005808

distance 0.503 · cross-district

#16 · Akolacell 4670003948

distance 0.505 · cross-district

#17 · Sanglicell 4930000401

distance 0.505 · cross-district

#18 · Solapurcell 4960011103

distance 0.506 · 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":4900001714}}}'

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.