Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900008861

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 3 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.294

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900008086

distance 0.294

#2 · Punecell 4900004813

distance 0.33

#3 · Ahmednagarcell 4660004305

distance 0.364 · cross-district

#4 · Punecell 4900006515

distance 0.386

#5 · Punecell 4900010727

distance 0.404

#6 · Punecell 4900007968

distance 0.41

#7 · Punecell 4900009483

distance 0.414

#8 · Punecell 4900011418

distance 0.424

#9 · Punecell 4900010294

distance 0.429

#10 · Sataracell 4940008051

distance 0.43 · cross-district

#11 · Punecell 4900007837

distance 0.436

#12 · Ahmednagarcell 4660003953

distance 0.44 · cross-district

#13 · Punecell 4900007857

distance 0.44

#14 · Punecell 4900006516

distance 0.441

#15 · Sataracell 4940007634

distance 0.443 · cross-district

#16 · Punecell 4900006735

distance 0.446

#17 · Ahmednagarcell 4660003310

distance 0.447 · cross-district

#18 · Punecell 4900004309

distance 0.449

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":4900008861}}}'

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.