Bhārata Strata · Maharashtra · Dharashiv · morphological twins

Places like cell 4880004422

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 8 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.228

lower = more alike (weighted)

The twins, closest first

#1 · Solapurcell 4960005037

distance 0.228 · cross-district

#2 · Nashikcell 4870008256

distance 0.233 · cross-district

#3 · Parbhanicell 4890000954

distance 0.244 · cross-district

#4 · Ahmednagarcell 4660006814

distance 0.252 · cross-district

#5 · Solapurcell 4960000491

distance 0.253 · cross-district

#6 · Solapurcell 4960000550

distance 0.274 · cross-district

#7 · Sanglicell 4930005616

distance 0.274 · cross-district

#8 · Dhulecell 4740001684

distance 0.276 · cross-district

#9 · Solapurcell 4960000036

distance 0.278 · cross-district

#10 · Nashikcell 4870006500

distance 0.279 · cross-district

#11 · Beedcell 4700007610

distance 0.28 · cross-district

#12 · Dharashivcell 4880005597

distance 0.281

#13 · Dharashivcell 4880004791

distance 0.281

#14 · Solapurcell 4960000904

distance 0.285 · cross-district

#15 · Solapurcell 4960003167

distance 0.285 · cross-district

#16 · Ahmednagarcell 4660010937

distance 0.292 · cross-district

#17 · Beedcell 4700003359

distance 0.294 · cross-district

#18 · Ahmednagarcell 4660007072

distance 0.294 · 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":4880004422}}}'

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.