Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900003550

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

0.21

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900002863

distance 0.21

#2 · Punecell 4900003010

distance 0.222

#3 · Punecell 4900004510

distance 0.266

#4 · Punecell 4900002862

distance 0.267

#5 · Punecell 4900003958

distance 0.296

#6 · Punecell 4900001127

distance 0.319

#7 · Ahmednagarcell 4660005086

distance 0.331 · cross-district

#8 · Sataracell 4940008545

distance 0.337 · cross-district

#9 · Sataracell 4940008965

distance 0.338 · cross-district

#10 · Punecell 4900000647

distance 0.352

#11 · Punecell 4900002094

distance 0.356

#12 · Punecell 4900004522

distance 0.366

#13 · Punecell 4900003150

distance 0.367

#14 · Punecell 4900002724

distance 0.368

#15 · Ahmednagarcell 4660009669

distance 0.369 · cross-district

#16 · Punecell 4900003555

distance 0.371

#17 · Punecell 4900002420

distance 0.374

#18 · Ahmednagarcell 4660010504

distance 0.374 · 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":4900003550}}}'

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.