Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890005422

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 3 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.1

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890005403

distance 0.1

#2 · Parbhanicell 4890005423

distance 0.141

#3 · Hingolicell 4770002738

distance 0.2 · cross-district

#4 · Parbhanicell 4890005401

distance 0.233

#5 · Jalnacell 4790006500

distance 0.238 · cross-district

#6 · Hingolicell 4770002750

distance 0.248 · cross-district

#7 · Parbhanicell 4890005436

distance 0.252

#8 · Hingolicell 4770002673

distance 0.257 · cross-district

#9 · Parbhanicell 4890005380

distance 0.27

#10 · Parbhanicell 4890005462

distance 0.271

#11 · Hingolicell 4770002823

distance 0.274 · cross-district

#12 · Hingolicell 4770002745

distance 0.277 · cross-district

#13 · Hingolicell 4770002813

distance 0.28 · cross-district

#14 · Parbhanicell 4890005354

distance 0.284

#15 · Hingolicell 4770002814

distance 0.285 · cross-district

#16 · Hingolicell 4770001620

distance 0.286 · cross-district

#17 · Hingolicell 4770002815

distance 0.288 · cross-district

#18 · Jalnacell 4790001496

distance 0.291 · 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":4890005422}}}'

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.