Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900001314

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 6 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.238

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900003360

distance 0.238

#2 · Nashikcell 4870005424

distance 0.251 · cross-district

#3 · Punecell 4900001575

distance 0.26

#4 · Sataracell 4940007918

distance 0.271 · cross-district

#5 · Sataracell 4940007696

distance 0.292 · cross-district

#6 · Beedcell 4700005977

distance 0.313 · cross-district

#7 · Ahmednagarcell 4660002990

distance 0.313 · cross-district

#8 · Sataracell 4940008215

distance 0.317 · cross-district

#9 · Ahmednagarcell 4660011342

distance 0.32 · cross-district

#10 · Beedcell 4700004934

distance 0.325 · cross-district

#11 · Nashikcell 4870003839

distance 0.332 · cross-district

#12 · Sataracell 4940008214

distance 0.335 · cross-district

#13 · Ahmednagarcell 4660007633

distance 0.336 · cross-district

#14 · Nashikcell 4870003680

distance 0.336 · cross-district

#15 · Nashikcell 4870005135

distance 0.34 · cross-district

#16 · Akolacell 4670002086

distance 0.341 · cross-district

#17 · Ahmednagarcell 4660007934

distance 0.345 · cross-district

#18 · Ahmednagarcell 4660007353

distance 0.346 · 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":4900001314}}}'

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.