Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900001545

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 4 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.272

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900005889

distance 0.272

#2 · Ahmednagarcell 4660007198

distance 0.275 · cross-district

#3 · Punecell 4900001852

distance 0.295

#4 · Ahmednagarcell 4660005046

distance 0.296 · cross-district

#5 · Sataracell 4940007236

distance 0.298 · cross-district

#6 · Punecell 4900004712

distance 0.3

#7 · Sataracell 4940007881

distance 0.305 · cross-district

#8 · Punecell 4900003750

distance 0.307

#9 · Solapurcell 4960007273

distance 0.307 · cross-district

#10 · Punecell 4900001414

distance 0.309

#11 · Punecell 4900003035

distance 0.31

#12 · Punecell 4900001976

distance 0.311

#13 · Punecell 4900001684

distance 0.314

#14 · Ahmednagarcell 4660007049

distance 0.316 · cross-district

#15 · Punecell 4900002593

distance 0.318

#16 · Punecell 4900003720

distance 0.318

#17 · Punecell 4900003988

distance 0.32

#18 · Ahmednagarcell 4660006171

distance 0.321 · 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":4900001545}}}'

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.