Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900003302

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

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.369

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900002624

distance 0.369

#2 · Punecell 4900005126

distance 0.37

#3 · Kolhapurcell 4800004791

distance 0.375 · cross-district

#4 · Nashikcell 4870005410

distance 0.378 · cross-district

#5 · Jalnacell 4790003955

distance 0.412 · cross-district

#6 · Punecell 4900006504

distance 0.428

#7 · Punecell 4900000390

distance 0.447

#8 · Sataracell 4940007853

distance 0.448 · cross-district

#9 · Punecell 4900006025

distance 0.454

#10 · Jalgaoncell 4780006219

distance 0.454 · cross-district

#11 · Punecell 4900009809

distance 0.454

#12 · Kolhapurcell 4800003802

distance 0.464 · cross-district

#13 · Solapurcell 4960007682

distance 0.467 · cross-district

#14 · Punecell 4900009810

distance 0.468

#15 · Akolacell 4670002133

distance 0.473 · cross-district

#16 · Punecell 4900003028

distance 0.475

#17 · Kolhapurcell 4800005050

distance 0.49 · cross-district

#18 · Kolhapurcell 4800003800

distance 0.491 · 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":4900003302}}}'

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.