Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900013324

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 5 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.253

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900013378

distance 0.253

#2 · Punecell 4900013345

distance 0.322

#3 · Punecell 4900013060

distance 0.327

#4 · Ahmednagarcell 4660012437

distance 0.343 · cross-district

#5 · Punecell 4900013306

distance 0.345

#6 · Punecell 4900013303

distance 0.346

#7 · Nashikcell 4870000170

distance 0.349 · cross-district

#8 · Punecell 4900013304

distance 0.35

#9 · Punecell 4900013369

distance 0.351

#10 · Ahmednagarcell 4660013458

distance 0.365 · cross-district

#11 · Nashikcell 4870000171

distance 0.375 · cross-district

#12 · Sataracell 4940008276

distance 0.376 · cross-district

#13 · Nashikcell 4870000003

distance 0.386 · cross-district

#14 · Punecell 4900013388

distance 0.39

#15 · Ahmednagarcell 4660009144

distance 0.391 · cross-district

#16 · Thanecell 4970002801

distance 0.393 · cross-district

#17 · Ahmednagarcell 4660008973

distance 0.395 · cross-district

#18 · Ahmednagarcell 4660010641

distance 0.396 · 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":4900013324}}}'

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.