Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900013323

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.231

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900013078

distance 0.231

#2 · Thanecell 4970000932

distance 0.296 · cross-district

#3 · Punecell 4900013190

distance 0.312

#4 · Thanecell 4970001106

distance 0.325 · cross-district

#5 · Sataracell 4940008343

distance 0.355 · cross-district

#6 · Thanecell 4970001196

distance 0.364 · cross-district

#7 · Thanecell 4970001864

distance 0.371 · cross-district

#8 · Punecell 4900013289

distance 0.372

#9 · Thanecell 4970001286

distance 0.374 · cross-district

#10 · Punecell 4900013217

distance 0.388

#11 · Thanecell 4970001691

distance 0.388 · cross-district

#12 · Punecell 4900013007

distance 0.39

#13 · Raigadcell 4910000426

distance 0.396 · cross-district

#14 · Ratnagiricell 4920005828

distance 0.398 · cross-district

#15 · Punecell 4900013253

distance 0.399

#16 · Ahmednagarcell 4660012257

distance 0.404 · cross-district

#17 · Thanecell 4970002963

distance 0.414 · cross-district

#18 · Ahmednagarcell 4660010316

distance 0.416 · 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":4900013323}}}'

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.