Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890005358

The MH-36 locality cells most similar to this Parbhani 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 6 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.173

lower = more alike (weighted)

The twins, closest first

#1 · Buldhanacell 4720005601

distance 0.173 · cross-district

#2 · Buldhanacell 4720005301

distance 0.19 · cross-district

#3 · Buldhanacell 4720000921

distance 0.192 · cross-district

#4 · Parbhanicell 4890004660

distance 0.193

#5 · Jalnacell 4790002234

distance 0.197 · cross-district

#6 · Jalnacell 4790003241

distance 0.197 · cross-district

#7 · Parbhanicell 4890004725

distance 0.202

#8 · Buldhanacell 4720003882

distance 0.204 · cross-district

#9 · Amravaticell 4680001021

distance 0.209 · cross-district

#10 · Parbhanicell 4890005407

distance 0.209

#11 · Parbhanicell 4890004325

distance 0.21

#12 · Parbhanicell 4890004662

distance 0.21

#13 · Buldhanacell 4720004421

distance 0.212 · cross-district

#14 · Parbhanicell 4890004812

distance 0.213

#15 · Beedcell 4700006555

distance 0.221 · cross-district

#16 · Buldhanacell 4720004277

distance 0.221 · cross-district

#17 · Jalnacell 4790003413

distance 0.222 · cross-district

#18 · Jalgaoncell 4780005400

distance 0.225 · 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":489,"cluster_id":4890005358}}}'

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.