Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900011557

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 4 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.301

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900009805

distance 0.301

#2 · Ahmednagarcell 4660007737

distance 0.355 · cross-district

#3 · Punecell 4900010642

distance 0.356

#4 · Punecell 4900010297

distance 0.381

#5 · Sataracell 4940007050

distance 0.388 · cross-district

#6 · Ahmednagarcell 4660003706

distance 0.389 · cross-district

#7 · Sataracell 4940008811

distance 0.396 · cross-district

#8 · Punecell 4900008298

distance 0.399

#9 · Punecell 4900003567

distance 0.405

#10 · Punecell 4900012855

distance 0.419

#11 · Sataracell 4940007381

distance 0.422 · cross-district

#12 · Sataracell 4940008966

distance 0.422 · cross-district

#13 · Nashikcell 4870003213

distance 0.427 · cross-district

#14 · Punecell 4900008296

distance 0.427

#15 · Ahmednagarcell 4660005361

distance 0.434 · cross-district

#16 · Ahmednagarcell 4660010008

distance 0.437 · cross-district

#17 · Punecell 4900011358

distance 0.438

#18 · Nashikcell 4870002824

distance 0.442 · 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":4900011557}}}'

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.