Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900005519

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

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.208

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900006283

distance 0.208

#2 · Ahmednagarcell 4660003316

distance 0.263 · cross-district

#3 · Punecell 4900005778

distance 0.275

#4 · Ahmednagarcell 4660006386

distance 0.286 · cross-district

#5 · Nashikcell 4870005135

distance 0.298 · cross-district

#6 · Punecell 4900006143

distance 0.299

#7 · Ahmednagarcell 4660011906

distance 0.305 · cross-district

#8 · Ahmednagarcell 4660014101

distance 0.312 · cross-district

#9 · Chhatrapati Sambhajinagarcell 4690001501

distance 0.316 · cross-district

#10 · Ahmednagarcell 4660009397

distance 0.318 · cross-district

#11 · Punecell 4900001305

distance 0.323

#12 · Dharashivcell 4880000979

distance 0.325 · cross-district

#13 · Ahmednagarcell 4660014172

distance 0.333 · cross-district

#14 · Buldhanacell 4720007053

distance 0.334 · cross-district

#15 · Ahmednagarcell 4660011342

distance 0.335 · cross-district

#16 · Ahmednagarcell 4660008390

distance 0.337 · cross-district

#17 · Nashikcell 4870003713

distance 0.338 · cross-district

#18 · Ahmednagarcell 4660014253

distance 0.339 · 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":4900005519}}}'

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.