Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900001038

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 8 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.268

lower = more alike (weighted)

The twins, closest first

#1 · Jalgaoncell 4780008971

distance 0.268 · cross-district

#2 · Punecell 4900001186

distance 0.345

#3 · Buldhanacell 4720005770

distance 0.362 · cross-district

#4 · Ahmednagarcell 4660012302

distance 0.366 · cross-district

#5 · Sataracell 4940006600

distance 0.371 · cross-district

#6 · Akolacell 4670001062

distance 0.372 · cross-district

#7 · Punecell 4900006533

distance 0.376

#8 · Sanglicell 4930003187

distance 0.38 · cross-district

#9 · Jalgaoncell 4780007852

distance 0.385 · cross-district

#10 · Punecell 4900000905

distance 0.386

#11 · Sanglicell 4930006105

distance 0.387 · cross-district

#12 · Punecell 4900000662

distance 0.393

#13 · Akolacell 4670003623

distance 0.395 · cross-district

#14 · Akolacell 4670004102

distance 0.395 · cross-district

#15 · Jalgaoncell 4780006693

distance 0.403 · cross-district

#16 · Jalgaoncell 4780007837

distance 0.407 · cross-district

#17 · Amravaticell 4680004211

distance 0.407 · cross-district

#18 · Buldhanacell 4720008151

distance 0.408 · 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":4900001038}}}'

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.