Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900008538

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

0.218

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900005650

distance 0.218

#2 · Punecell 4900004727

distance 0.218

#3 · Ahmednagarcell 4660003774

distance 0.23 · cross-district

#4 · Punecell 4900002915

distance 0.237

#5 · Ahmednagarcell 4660003474

distance 0.238 · cross-district

#6 · Sataracell 4940003009

distance 0.239 · cross-district

#7 · Ahmednagarcell 4660001430

distance 0.247 · cross-district

#8 · Beedcell 4700005426

distance 0.247 · cross-district

#9 · Sanglicell 4930005892

distance 0.247 · cross-district

#10 · Sataracell 4940007810

distance 0.252 · cross-district

#11 · Ahmednagarcell 4660004035

distance 0.258 · cross-district

#12 · Ahmednagarcell 4660003940

distance 0.259 · cross-district

#13 · Sataracell 4940008016

distance 0.261 · cross-district

#14 · Sanglicell 4930006453

distance 0.263 · cross-district

#15 · Ahmednagarcell 4660003760

distance 0.264 · cross-district

#16 · Ahmednagarcell 4660003862

distance 0.265 · cross-district

#17 · Punecell 4900004463

distance 0.268

#18 · Kolhapurcell 4800001729

distance 0.271 · 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":4900008538}}}'

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.