Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900013307

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

0.263

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900013278

distance 0.263

#2 · Nashikcell 4870000815

distance 0.301 · cross-district

#3 · Punecell 4900013332

distance 0.329

#4 · Punecell 4900013132

distance 0.334

#5 · Ahmednagarcell 4660008495

distance 0.339 · cross-district

#6 · Nashikcell 4870000575

distance 0.35 · cross-district

#7 · Ahmednagarcell 4660008998

distance 0.35 · cross-district

#8 · Sataracell 4940008370

distance 0.351 · cross-district

#9 · Nashikcell 4870000229

distance 0.355 · cross-district

#10 · Punecell 4900013306

distance 0.358

#11 · Ahmednagarcell 4660008975

distance 0.363 · cross-district

#12 · Ahmednagarcell 4660008482

distance 0.365 · cross-district

#13 · Ahmednagarcell 4660009169

distance 0.368 · cross-district

#14 · Ahmednagarcell 4660012952

distance 0.368 · cross-district

#15 · Ahmednagarcell 4660012583

distance 0.371 · cross-district

#16 · Punecell 4900013111

distance 0.371

#17 · Ahmednagarcell 4660008643

distance 0.373 · cross-district

#18 · Nashikcell 4870001457

distance 0.374 · 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":4900013307}}}'

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.