Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900011324

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

0.245

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900011325

distance 0.245

#2 · Punecell 4900011992

distance 0.295

#3 · Punecell 4900010942

distance 0.297

#4 · Punecell 4900011808

distance 0.309

#5 · Punecell 4900011719

distance 0.312

#6 · Punecell 4900011807

distance 0.331

#7 · Punecell 4900011861

distance 0.346

#8 · Ahmednagarcell 4660008648

distance 0.352 · cross-district

#9 · Punecell 4900012121

distance 0.356

#10 · Ahmednagarcell 4660008332

distance 0.356 · cross-district

#11 · Punecell 4900013367

distance 0.357

#12 · Punecell 4900013368

distance 0.367

#13 · Punecell 4900010943

distance 0.368

#14 · Sataracell 4940008065

distance 0.372 · cross-district

#15 · Ahmednagarcell 4660008643

distance 0.376 · cross-district

#16 · Punecell 4900004095

distance 0.378

#17 · Ahmednagarcell 4660008175

distance 0.378 · cross-district

#18 · Ahmednagarcell 4660009328

distance 0.38 · 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":4900011324}}}'

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.