Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900008175

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

0.202

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900008843

distance 0.202

#2 · Punecell 4900010716

distance 0.211

#3 · Punecell 4900010105

distance 0.246

#4 · Punecell 4900009499

distance 0.255

#5 · Punecell 4900005886

distance 0.276

#6 · Punecell 4900008184

distance 0.28

#7 · Sataracell 4940008714

distance 0.293 · cross-district

#8 · Ahmednagarcell 4660004462

distance 0.298 · cross-district

#9 · Punecell 4900004528

distance 0.301

#10 · Punecell 4900005894

distance 0.305

#11 · Punecell 4900011592

distance 0.307

#12 · Punecell 4900011490

distance 0.318

#13 · Punecell 4900004248

distance 0.321

#14 · Punecell 4900009685

distance 0.325

#15 · Punecell 4900008077

distance 0.332

#16 · Punecell 4900010186

distance 0.333

#17 · Ahmednagarcell 4660004080

distance 0.343 · cross-district

#18 · Ahmednagarcell 4660004081

distance 0.344 · 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":4900008175}}}'

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.