Bhārata Strata · Maharashtra · Dharashiv · morphological twins

Places like cell 4880002988

The MH-36 locality cells most similar to this Dharashiv 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 7 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.288

lower = more alike (weighted)

The twins, closest first

#1 · Laturcell 4810002067

distance 0.288 · cross-district

#2 · Washimcell 4990001918

distance 0.291 · cross-district

#3 · Dharashivcell 4880001512

distance 0.3

#4 · Laturcell 4810002873

distance 0.312 · cross-district

#5 · Laturcell 4810001185

distance 0.317 · cross-district

#6 · Dharashivcell 4880003375

distance 0.32

#7 · Nandedcell 4850004399

distance 0.322 · cross-district

#8 · Laturcell 4810002413

distance 0.322 · cross-district

#9 · Laturcell 4810003018

distance 0.323 · cross-district

#10 · Ahmednagarcell 4660012380

distance 0.324 · cross-district

#11 · Kolhapurcell 4800004098

distance 0.326 · cross-district

#12 · Laturcell 4810001382

distance 0.328 · cross-district

#13 · Laturcell 4810004028

distance 0.329 · cross-district

#14 · Jalnacell 4790004201

distance 0.332 · cross-district

#15 · Jalnacell 4790003967

distance 0.333 · cross-district

#16 · Dharashivcell 4880001904

distance 0.334

#17 · Jalnacell 4790004393

distance 0.335 · cross-district

#18 · Nandedcell 4850001315

distance 0.335 · 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":488,"cluster_id":4880002988}}}'

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.